fuzzers.json

[
  {
    "name": "ACTOR",
    "year": "2023",
    "targets": [
      "Kernel"
    ],
    "color": "greybox",
    "author": [
      "Marius Fleischer",
      "Dipanjan Das",
      "Priyanka Bose",
      "Weiheng Bai",
      "Kangjie Lu",
      "Mathias Payer",
      "Christopher Kruegel",
      "Giovanni Vigna"
    ],
    "toolurl": "https://github.com/ucsb-seclab/actor",
    "title": "ACTOR: Action-Guided Kernel Fuzzing",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "syzkaller"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/usenixsecurity23-fleischer.pdf"
    ]
  },
  {
    "name": "AFL",
    "year": 2014,
    "author": [
      "Michał Zalewski"
    ],
    "toolurl": "http://lcamtuf.coredump.cx/afl/",
    "targets": [
      "File"
    ],
    "miscurl": [
      "http://lcamtuf.coredump.cx/afl/technical_details.txt"
    ],
    "color": "greybox"
  },
  {
    "name": "AFL++",
    "year": 2019,
    "author": [
      "Marc Heuse",
      "Heiko Eißfeldt",
      "Andrea Fioraldi",
      "Dominik Maier"
    ],
    "toolurl": "https://github.com/AFLplusplus/AFLplusplus",
    "miscurl": [
      "https://aflplus.plus/"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "AFLFast",
      "MOPT"
    ],
    "color": "greybox"
  },
  {
    "name": "AFL-HIER",
    "year": 2021,
    "author": [
      "Jinghan Wang",
      "Chengyu Song",
      "Heng Yin"
    ],
    "title": "Reinforcement Learning-based Hierarchical Seed Scheduling for Greybox Fuzzing",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "toolurl": "https://github.com/bitsecurerlab/aflplusplus-hier",
    "miscurl": [
      "https://www.cs.ucr.edu/~heng/pubs/afl-hier.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "AFL",
      "AFL++"
    ],
    "color": "greybox"
  },
  {
    "name": "AFLChurn",
    "year": 2021,
    "author": [
      "Xiaogang Zhu",
      "Marcel Böhme"
    ],
    "title": "Regression Greybox Fuzzing",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "toolurl": "https://github.com/aflchurn/aflchurn",
    "targets": [
      "File"
    ],
    "references": [
      "AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "AFLFast",
    "year": 2016,
    "author": [
      "Marcel Böhme",
      "Van-Thuan Pham",
      "Abhik Roychoudhury"
    ],
    "title": "Coverage-based Greybox Fuzzing as Markov Chain",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "miscurl": [
      "https://mboehme.github.io/paper/CCS16.pdf",
      "https://mboehme.github.io/paper/TSE18.pdf"
    ],
    "toolurl": "https://github.com/mboehme/aflfast",
    "targets": [
      "File"
    ],
    "references": [
      "AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "AFLGo",
    "year": 2017,
    "author": [
      "Marcel Böhme",
      "Van-Thuan Pham",
      "Manh-Dung Nguyen",
      "Abhik Roychoudhury"
    ],
    "title": "Directed Greybox Fuzzing",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "miscurl": [
      "https://mboehme.github.io/paper/CCS17.pdf"
    ],
    "toolurl": "https://github.com/aflgo/aflgo",
    "targets": [
      "File"
    ],
    "references": [
      "AFL",
      "AFLFast"
    ],
    "color": "greybox"
  },
  {
    "name": "AFLSmart",
    "year": 2019,
    "author": [
      "Van-Thuan Pham",
      "Marcel Böhme",
      "Andrew E. Santosa",
      "Alexandru Razvan Caciulescu",
      "Abhik Roychoudhury"
    ],
    "title": "Smart Greybox Fuzzing",
    "booktitle": "IEEE Transactions on Software Engineering",
    "toolurl": "https://github.com/aflsmart/aflsmart",
    "miscurl": [
      "https://thuanpv.github.io/publications/TSE19_aflsmart.pdf"
    ],
    "references": [
      "AFL"
    ],
    "targets": [
      "File"
    ],
    "color": "greybox"
  },
  {
    "name": "AIFORE",
    "year": 2023,
    "targets": [
      "File"
    ],
    "color": "greybox",
    "author": [
      "Ji Shi",
      "Zhun Wang",
      "Zhiyao Feng",
      "Yang Lan",
      "Shisong Qin",
      "Wei You",
      "Wei Zou",
      "Mathias Payer",
      "Chao Zhang"
    ],
    "title": "AIFORE: Smart Fuzzing Based on Automatic Input Format Reverse Engineering",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "VUzzer"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/usenixsecurity23-shi-ji.pdf"
    ]
  },
  {
    "name": "AMPFuzz",
    "year": 2022,
    "targets": [
      "Network"
    ],
    "color": "greybox",
    "author": [
      "Johannes Krupp",
      "Ilya Grishchenko",
      "Christian Rossow"
    ],
    "toolurl": "https://github.com/cispa/ampfuzz",
    "title": "AmpFuzz: Fuzzing for Amplification DDoS Vulnerabilities",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "ParmeSan",
      "Angora"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/sec22-krupp.pdf"
    ]
  },
  {
    "name": "APE",
    "year": 2019,
    "author": [
      "Tianxiao Gu",
      "Chengnian Sun",
      "Xiaoxing Ma",
      "Chun Cao",
      "Chang Xu",
      "Yuan Yao",
      "Qirun Zhang",
      "Jian Lu",
      "Zhendong Su"
    ],
    "title": "Practical GUI Testing of Android Applications via Model Abstraction and Refinement",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "toolurl": "https://github.com/tianxiaogu/ape",
    "miscurl": [
      "http://gutianxiao.com/static/ape-icse-2019.pdf"
    ],
    "targets": [
      "UI"
    ],
    "color": "blackbox"
  },
  {
    "name": "Aafer et al.",
    "year": 2021,
    "author": [
      "Yousra Aafer",
      "Wei You",
      "Yi Sun",
      "Yu Shi",
      "Xiangyu Zhang",
      "Heng Yin"
    ],
    "title": "Android SmartTVs Vulnerability Discovery via Log-Guided Fuzzing",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www.usenix.org/system/files/sec21fall-aafer.pdf"
    ],
    "targets": [
      "API"
    ],
    "references": [
      "FANS",
      "IoTFuzzer"
    ],
    "color": "blackbox"
  },
  {
    "name": "Angora",
    "year": 2018,
    "author": [
      "Peng Chen",
      "Hao Chen"
    ],
    "title": "Angora: Efficient Fuzzing by Principled Search",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "toolurl": "https://github.com/AngoraFuzzer/Angora",
    "targets": [
      "File"
    ],
    "references": [
      "AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "Ankou",
    "year": 2020,
    "author": [
      "Valentin J.M. Manès",
      "Soomin Kim",
      "Sang Kil Cha"
    ],
    "title": "Ankou: Guiding Grey-box Fuzzing towards Combinatorial Difference",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "miscurl": [
      "https://softsec.kaist.ac.kr/~sangkilc/papers/manes-icse20.pdf"
    ],
    "targets": [
      "File"
    ],
    "toolurl": "https://github.com/SoftSec-KAIST/ankou",
    "references": [
      "AFL",
      "AFLFast"
    ],
    "color": "greybox"
  },
  {
    "name": "AssetFuzzer",
    "year": 2010,
    "author": [
      "Zhifeng Lai",
      "S.C. Cheung",
      "W.K. Chan"
    ],
    "title": "Detecting Atomic-Set Serializability Violations in Multithreaded Programs through Active Randomized Testing",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "targets": [
      "Concurrency"
    ],
    "references": [
      "CalFuzzer"
    ],
    "color": "greybox"
  },
  {
    "name": "AtomFuzzer",
    "year": 2008,
    "author": [
      "Chang-Seo Park",
      "Koushik Sen"
    ],
    "title": "Randomized Active Atomicity Violation Detection in Concurrent Programs",
    "booktitle": "Proceedings of the International Symposium on Foundations of Software Engineering",
    "toolurl": "https://github.com/ksen007/calfuzzer",
    "targets": [
      "Concurrency"
    ],
    "references": [
      "CalFuzzer"
    ],
    "color": "greybox"
  },
  {
    "name": "Autodafé",
    "year": 2005,
    "author": [
      "Martin Vuagnoux"
    ],
    "title": "Autodafé: an Act of Software Torture",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "miscurl": [
      "https://infoscience.epfl.ch/record/140525/files/Vuagnoux05.pdf"
    ],
    "references": [
      "SPIKE"
    ],
    "targets": [],
    "color": "blackbox"
  },
  {
    "name": "BEACON",
    "year": 2022,
    "targets": [
      "File"
    ],
    "color": "greybox",
    "author": [
      "Heqing Huang",
      "Yiyuan Guo",
      "Qingkai Shi",
      "Peisen Yao",
      "Rongxin Wu",
      "Charles Zhang"
    ],
    "toolurl": "https://hub.docker.com/r/yguoaz/beacon",
    "title": "BEACON : Directed Grey-Box Fuzzing with Provable Path Pruning",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "references": [
      "AFLGo"
    ],
    "miscurl": [
      "https://qingkaishi.github.io/public_pdfs/SP22.pdf"
    ],
    "keywords": [
      "Directed fuzzing"
    ]
  },
  {
    "name": "BFF",
    "year": 2010,
    "author": [
      "CERT"
    ],
    "toolurl": "https://resources.sei.cmu.edu/library/asset-view.cfm?assetID=507974",
    "targets": [
      "File"
    ],
    "references": [
      "zzuf"
    ],
    "color": "blackbox"
  },
  {
    "name": "BeDivFuzz",
    "year": 2022,
    "targets": [
      "Java"
    ],
    "color": "greybox",
    "author": [
      "Hoang Lam Nguyen",
      "Lars Grunske"
    ],
    "toolurl": "https://github.com/hub-se/BeDivFuzz",
    "title": "BeDivFuzz: Integrating Behavioral Diversity into Generator-based Fuzzing",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "references": [
      "JQF"
    ],
    "miscurl": [
      "https://arxiv.org/pdf/2202.13114.pdf"
    ]
  },
  {
    "name": "BigFuzz",
    "year": 2020,
    "author": [
      "Qian Zhang",
      "Jiyuan Wang",
      "Muhammad Ali Gulzar",
      "Rohan Padhye",
      "Miryung Kim"
    ],
    "title": "BigFuzz: Efficient Fuzz Testing for Data Analytics Using Framework Abstraction",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "toolurl": "https://github.com/qianzhanghk/BigFuzz",
    "miscurl": [
      "https://rohan.padhye.org/files/bigfuzz-ase20.pdf"
    ],
    "targets": [
      "DISC (Data-Intensive Scalable Computing) Systems"
    ],
    "references": [
      "JQF"
    ],
    "color": "greybox"
  },
  {
    "name": "BitFuzz",
    "year": 2010,
    "author": [
      "Juan Caballero",
      "Pongsin Poosankam",
      "Stephen McCamant",
      "Domagoj Babic",
      "Dawn Song"
    ],
    "title": "Input Generation via Decomposition and Re-stitching: Finding Bugs in Malware",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "miscurl": [
      "http://bitblaze.cs.berkeley.edu/papers/restitching.pdf"
    ],
    "targets": [
      "File"
    ],
    "color": "whitebox"
  },
  {
    "name": "Bleem",
    "year": 2023,
    "targets": [
      "Network"
    ],
    "color": "blackbox",
    "author": [
      "Zhengxiong Luo",
      "Junze Yu",
      "Feilong Zuo",
      "Jianzhong Liu",
      "Yu Jiang",
      "Ting Chen",
      "Abhik Roychoudhury",
      "Jiaguang Sun"
    ],
    "title": "Bleem: Packet Sequence Oriented Fuzzing for Protocol Implementations",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "Peach"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/usenixsecurity23-luo-zhengxiong.pdf"
    ]
  },
  {
    "name": "BlendFuzz",
    "year": 2012,
    "author": [
      "Dingning Yang",
      "Yuqing Zhang",
      "Qixu Liu"
    ],
    "title": "BlendFuzz: A Model-Based Framework for Fuzz Testing Programs with Grammatical Inputs",
    "booktitle": "Proceedings of the ACM Conference on Programming Language Design and Implementation",
    "miscurl": [
      "https://ieeexplore.ieee.org/abstract/document/6296093"
    ],
    "references": [
      "LangFuzz"
    ],
    "targets": [
      "File"
    ],
    "color": "blackbox"
  },
  {
    "name": "Bonsai-Fuzzing",
    "year": 2021,
    "author": [
      "Vasudev Vikram",
      "Rohan Padhye",
      "Koushik Sen"
    ],
    "title": "Growing A Test Corpus with Bonsai Fuzzing",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "toolurl": "https://github.com/vasumv/bonsai-fuzzing",
    "miscurl": [
      "https://thuanpv.github.io/publications/TSE19_aflsmart.pdf"
    ],
    "references": [
      "Nautilus",
      "Superion"
    ],
    "targets": [
      "File"
    ],
    "color": "greybox"
  },
  {
    "name": "BrakTooth",
    "year": 2022,
    "targets": [
      "Network"
    ],
    "color": "greybox",
    "author": [
      "Matheus E. Garbelini",
      "Vaibhav Bedi",
      "Sudipta Chattopadhyay",
      "Suemi Sun",
      "Ernest Kurniawan"
    ],
    "toolurl": "https://github.com/Matheus-Garbelini/braktooth_esp32_bluetooth_classic_attacks",
    "title": "BrakTooth: Causing Havoc on Bluetooth Link Manater via Directed Fuzzing",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "Frankenstein"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/sec22-garbelini.pdf"
    ]
  },
  {
    "name": "Brennan et al.",
    "year": 2020,
    "author": [
      "Tegan Brennan",
      "Seemanta Saha",
      "Tevfik Bultan"
    ],
    "title": "JVM Fuzzing for JIT-Induced Side-Channel Detection",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "targets": [
      "Side-channel"
    ],
    "references": [
      "Kelinci",
      "DifFuzz"
    ],
    "color": "greybox"
  },
  {
    "name": "BuzzFuzz",
    "year": 2009,
    "author": [
      "Vijay Ganesh",
      "Tim Leek",
      "Martin Rinard"
    ],
    "title": "Taint-based Directed Whitebox Fuzzing",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "targets": [
      "File"
    ],
    "references": [
      "SAGE"
    ],
    "color": "whitebox"
  },
  {
    "name": "CAB-Fuzz",
    "year": 2017,
    "author": [
      "Su Yong Kim",
      "Sangho Lee",
      "Insu Yun",
      "Wen Xu",
      "Byoungyoung Lee",
      "Youngtae Yun",
      "Taesoo Kim"
    ],
    "title": "CAB-Fuzz: Practical Concolic Testing Techniques for COTS Operating Systems",
    "booktitle": "Proceedings of the USENIX Annual Technical Conference",
    "miscurl": [
      "https://www.usenix.org/system/files/conference/atc17/atc17-kim.pdf"
    ],
    "targets": [
      "Kernel"
    ],
    "references": [
      "Trinity"
    ],
    "color": "whitebox"
  },
  {
    "name": "CAFL",
    "year": 2021,
    "author": [
      "Gwangmu Lee",
      "Woochel Shim",
      "Byoungyoung Lee"
    ],
    "title": "Constraint-guided Directed Greybox Fuzzing",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www.usenix.org/system/files/sec21fall-lee-gwangmu.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "AFLGo"
    ],
    "color": "graybox"
  },
  {
    "name": "CHIPSEC",
    "year": 2015,
    "author": [
      "Mikhail Gorobets",
      "Oleksandr Bazhaniuk",
      "Alex Matrosov",
      "Andrew Furtak",
      "Yuriy Bulygin"
    ],
    "title": "Attacking Hypervisors via Firmware and Hardware",
    "booktitle": "Proceedings of the Black Hat USA",
    "toolurl": "https://github.com/chipsec/chipsec",
    "references": [
      "Sulley"
    ],
    "targets": [
      "Firmware",
      "Hypervisor"
    ],
    "color": "blackbox"
  },
  {
    "name": "CLSmith",
    "year": 2015,
    "author": [
      "Christopher Lidbury",
      "Andrei Lascu",
      "Nathan Chong",
      "Alastair F. Donaldson"
    ],
    "title": "Many-Core Compiler Fuzzing",
    "booktitle": "Proceedings of the ACM Conference on Programming Language Design and Implementation",
    "toolurl": "http://multicore.doc.ic.ac.uk/projects/clsmith/",
    "miscurl": [
      "http://multicore.doc.ic.ac.uk/tools/CLsmith/paper.pdf"
    ],
    "references": [
      "CSmith"
    ],
    "targets": [
      "File"
    ],
    "color": "blackbox"
  },
  {
    "name": "COMFORT",
    "year": 2021,
    "targets": [
      "JavaScript"
    ],
    "color": "greybox",
    "author": [
      "Guixin Ye",
      "Zhanyong Tang",
      "Shin Hwei Tan",
      "Songfang Huang",
      "Dingyi Fang",
      "Xiaoyang Sun",
      "Lizhong Bian",
      "Haibo Wang",
      "Zheng Wang"
    ],
    "toolurl": "https://github.com/NWU-NISL-Fuzzing/COMFORT",
    "title": "Automated Conformance Testing for JavaScript Engines via Deep Compiler Fuzzing",
    "booktitle": "Proceedings of the ACM Conference on Programming Language Design and Implementation",
    "miscurl": [
      "https://arxiv.org/pdf/2104.07460.pdf"
    ],
    "references": [
      "Montage"
    ],
    "keywords": [
      "JavaScript"
    ]
  },
  {
    "name": "CONFETTI",
    "year": 2022,
    "targets": [
      "Java"
    ],
    "color": "whitebox",
    "author": [
      "James Kukucka",
      "Luís Pina",
      "Paul Ammann",
      "Jonathan Bell"
    ],
    "toolurl": "https://github.com/neu-se/CONFETTI",
    "title": "CONFETTI: Amplifying Concolic Guidance for Fuzzers",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "references": [
      "JQF"
    ],
    "miscurl": [
      "https://www.jonbell.net/preprint/confetti.pdf"
    ]
  },
  {
    "name": "CONZZER",
    "year": 2022,
    "targets": [
      "Concurrency"
    ],
    "color": "greybox",
    "author": [
      "Zu-Ming Jiang",
      "Jia-Ju Bai",
      "Kangjie Lu",
      "Shi-Min Hu"
    ],
    "toolurl": "https://oslab.cs.tsinghua.edu.cn/CONZZER/",
    "title": "Context-Sensitive and Directional Concurrency Fuzzing for Data-Race Detection",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "miscurl": [
      "https://www-users.cse.umn.edu/~kjlu/papers/conzzer.pdf"
    ],
    "references": [
      "Krace"
    ]
  },
  {
    "name": "COOPER",
    "year": 2022,
    "author": [
      "Peng Xu",
      "Yanhao Wang",
      "Hong Hu",
      "Purui Su"
    ],
    "title": "COOPER: Testing the Binding Code of Scripting Languages with Cooperative Mutation",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "miscurl": [
      "https://huhong789.github.io/papers/xu:cooper.pdf"
    ],
    "toolurl": "https://github.com/TCA-ISCAS/Cooper",
    "targets": [
      "JavaScript",
      "VBA"
    ],
    "references": [
      "Favocado"
    ],
    "color": "greybox"
  },
  {
    "name": "CSmith",
    "year": 2011,
    "author": [
      "Xuejun Yang",
      "Yang Chen",
      "Eric Eide",
      "John Regehr"
    ],
    "title": "Finding and Understanding Bugs in C Compilers",
    "booktitle": "Proceedings of the ACM Conference on Programming Language Design and Implementation",
    "toolurl": "https://github.com/csmith-project/csmith/",
    "miscurl": [
      "http://www.cs.utah.edu/~regehr/papers/pldi11-preprint.pdf"
    ],
    "targets": [
      "File"
    ],
    "color": "blackbox"
  },
  {
    "name": "CalFuzzer",
    "year": 2007,
    "author": [
      "Koushik Sen"
    ],
    "title": "Effective Random Testing of Concurrent Programs",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "toolurl": "https://github.com/ksen007/calfuzzer",
    "targets": [
      "Concurrency"
    ],
    "color": "greybox"
  },
  {
    "name": "CarpetFuzz",
    "year": 2023,
    "targets": [
      "Argument",
      "File"
    ],
    "color": "greybox",
    "author": [
      "Dawei Wang",
      "Ying Li",
      "Zhiyu Zhang",
      "Kai Chen"
    ],
    "toolurl": "https://github.com/waugustus/CarpetFuzz",
    "title": "CarpetFuzz: Automatic Program Option Constraint Extraction from Documentation for Fuzzing",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "AFL"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/usenixsecurity23-wang-dawei.pdf"
    ]
  },
  {
    "name": "Cerebro",
    "year": 2019,
    "author": [
      "Yuekang Li",
      "Yinxing Xue",
      "Hongxu Chen",
      "Xuheng Wu",
      "Cen Zhang",
      "Xiaofei Xie",
      "Haijun Wang",
      "Yang Liu"
    ],
    "title": "Cerebro: Context-Aware Adaptive Fuzzing for Effective Vulnerability Detection",
    "booktitle": "Proceedings of the International Symposium on Foundations of Software Engineering",
    "miscurl": [
      "https://hongxuchen.github.io/pdf/cerebro.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "AFLFast",
      "CollAFL"
    ],
    "color": "greybox"
  },
  {
    "name": "ChatAFL",
    "year": "2024",
    "targets": [
      "Network"
    ],
    "color": "greybox",
    "references": [
      "AFL"
    ],
    "author": [
      "Ruijie Meng",
      "Martin Mirchev",
      "Marcel Bohme",
      "Abhik Roychoudhury"
    ],
    "toolurl": "https://github.com/ChatAFLndss/ChatAFL",
    "title": "Large Language Model guided Protocol Fuzzing",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "miscurl": [
      "https://www.ndss-symposium.org/wp-content/uploads/2024-556-paper.pdf"
    ],
    "keywords": [
      "LLM"
    ]
  },
  {
    "name": "Chen et al",
    "year": 2019,
    "author": [
      "Yuqi Chen",
      "Christopher M. Poskitt",
      "Jun Sun",
      "Sridhar Adepu",
      "Fan Zhang"
    ],
    "title": "Learning-Guided Network Fuzzing for Testing Cyber-Physical System Defences",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "miscurl": [
      "https://cposkitt.github.io/files/publications/Chen-Poskitt-et_al.ASE.2019.pdf"
    ],
    "targets": [
      "Network"
    ],
    "color": "greybox"
  },
  {
    "name": "Chopper",
    "year": 2016,
    "author": [
      "David Trabish",
      "Andrea Mattavelli",
      "Noam Rinetzky",
      "Cristian Cadar"
    ],
    "title": "Chopped Symbolic Execution",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "toolurl": "https://github.com/jordr/chopper",
    "miscurl": [
      "https://www.cs.tau.ac.il/~maon/pubs/2018-icse.pdf"
    ],
    "targets": [
      "Argument",
      "File"
    ],
    "references": [
      "KLEE"
    ],
    "color": "whitebox"
  },
  {
    "name": "Choronzon",
    "year": 2015,
    "author": [
      "Zisis Sialveras",
      "Nikolaos Naziridis"
    ],
    "title": "Introducing Choronzon: An approach at knowledge-based evolutionary fuzzing",
    "booktitle": "Proceedings of the ZeroNights",
    "references": [
      "Sidewinder"
    ],
    "targets": [
      "File"
    ],
    "miscurl": [
      "https://census-labs.com/media/choronzon-zeronights-2015.pdf"
    ],
    "color": "greybox"
  },
  {
    "name": "Chronos",
    "year": "2024",
    "targets": [
      "Distributed System"
    ],
    "color": "greybox",
    "references": [
      "FIFUZZ"
    ],
    "author": [
      "Yuanliang Chen"
    ],
    "toolurl": "https://github.com/SecTechTool/Chronos",
    "title": "Chronos: Finding Timeout Bugs in Practical Distributed Systems by Deep-Priority Fuzzing with Transient Delay",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "https://www.computer.org/csdl/proceedings-article/sp/2024/313000a109/1Ub23heRtUA"
    ],
    "keywords": [
      "distributed system fuzzing"
    ]
  },
  {
    "name": "CoFuzz",
    "year": "2023",
    "targets": [
      "File"
    ],
    "color": "whitebox",
    "author": [
      "Ling Jiang",
      "Hengchen Yuan",
      "Mingyuan Wu",
      "Lingming Zhang",
      "Yuqun Zhang"
    ],
    "toolurl": "https://github.com/Tricker-z/CoFuzz",
    "title": "Evaluating and Imporving Hybrid Fuzzing",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "references": [
      "AFL",
      "QSYM"
    ],
    "miscurl": [
      "https://lingming.cs.illinois.edu/publications/icse2023f.pdf"
    ],
    "keywords": [
      "Hybrid fuzzing",
      "concolic execution"
    ]
  },
  {
    "name": "CodeAlchemist",
    "year": 2019,
    "author": [
      "HyungSeok Han",
      "DongHyeon Oh",
      "Sang Kil Cha"
    ],
    "title": "CodeAlchemist: Semantics-Aware Code Generation to Find Vulnerabilities in JavaScript Engines",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "toolurl": "https://github.com/SoftSec-KAIST/CodeAlchemist",
    "targets": [
      "JavaScript"
    ],
    "references": [
      "LangFuzz",
      "IFuzzer"
    ],
    "color": "blackbox"
  },
  {
    "name": "CollAFL",
    "year": 2018,
    "author": [
      "Shuitao Gan",
      "Chao Zhang",
      "Xiaojun Qin",
      "Xuwen Tu",
      "Kang Li",
      "Zhongyu Pei",
      "Zuoning Chen"
    ],
    "title": "CollAFL: Path Sensitive Fuzzing",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "targets": [
      "File"
    ],
    "references": [
      "AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "ComFuzz",
    "year": 2023,
    "targets": [
      "File"
    ],
    "color": "greybox",
    "author": [
      "Guixin Ye",
      "Tianmin Hu",
      "Zhanyong Tang",
      "Zhenye Fan",
      "Shin Hwei Tan",
      "Bo Zhang",
      "Wenxiang Qian",
      "Zheng Wang"
    ],
    "toolurl": "https://github.com/NWU-NISL-Fuzzing/COMFUZZ",
    "title": "A Generative and Mutational Approach for Synthesizing Bug-Exposing Test Cases to Guide Compiler Fuzzing",
    "booktitle": "Proceedings of the International Symposium on Foundations of Software Engineering",
    "references": [
      "COMFORT"
    ],
    "miscurl": [
      "https://dl.acm.org/doi/pdf/10.1145/3611643.3616332"
    ]
  },
  {
    "name": "ConfigFuzz",
    "year": "2023",
    "targets": [
      "Program configuration"
    ],
    "color": "greybox",
    "references": [
      "AFL"
    ],
    "author": [
      "Zenong Zhang",
      "George Klees",
      "Eric Wang",
      "Michael Hicks",
      "Shiyi Wei"
    ],
    "title": "Fuzzing Configurations of Program Options",
    "booktitle": "ACM Transactions on Software Engineering and Methodology",
    "miscurl": [
      "https://dl.acm.org/doi/10.1145/3580597"
    ]
  },
  {
    "name": "ContractFuzzer",
    "year": 2018,
    "author": [
      "Bo Jiang",
      "Ye Liu",
      "Wing-Kwong Chan"
    ],
    "title": "ContractFuzzer: Fuzzing Smart Contracts for Vulnerability Detection",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "toolurl": "https://github.com/gongbell/ContractFuzzer",
    "targets": [
      "EVM"
    ],
    "references": [
      "Echidna"
    ],
    "color": "blackbox"
  },
  {
    "name": "CorbFuzz",
    "year": 2021,
    "author": [
      "Chaofan Shou",
      "Ismet Burak Kadron",
      "Qi Su",
      "Tevfik Bultan"
    ],
    "title": "CorbFuzz: Checking Browser Security Policies with Fuzzing",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "miscurl": [
      "https://arxiv.org/pdf/2109.00398.pdf"
    ],
    "toolurl": "https://github.com/shouc/corbfuzz",
    "targets": [
      "Web"
    ],
    "color": "whitebox"
  },
  {
    "name": "DAFL",
    "year": "2023",
    "targets": [
      "File"
    ],
    "color": "greybox",
    "references": [
      "AFLGo"
    ],
    "author": [
      "Tae Eun Kim",
      "Jaeseung Choi",
      "Kihong Heo",
      "Sang Kil Cha"
    ],
    "toolurl": "https://github.com/prosyslab/DAFL-artifact",
    "title": "DAFL: Directed Grey-box Fuzzing Guided by Data Dependency",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www.usenix.org/system/files/usenixsecurity23-kim-tae-eun.pdf"
    ]
  },
  {
    "name": "DDRace",
    "year": 2023,
    "targets": [
      "Kernel"
    ],
    "color": "greybox",
    "author": [
      "Ming Yuan",
      "Bodong Zhao",
      "Penghui Li",
      "Jiashuo Liang",
      "Xinhui Han",
      "Xiapu Luo",
      "Chao Zhang"
    ],
    "toolurl": "https://github.com/vul337/DDRace",
    "title": "DDRace: Finding Concurrency UAF Vulnerabilities in Linux Drivers with Directed Fuzzing",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "syzkaller",
      "Krace"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/usenixsecurity23-yuan-ming.pdf"
    ]
  },
  {
    "name": "DELTA",
    "year": 2017,
    "author": [
      "Seungsoo Lee",
      "Changhoon Yoon",
      "Chanhee Lee",
      "Seungwon Shin",
      "Vinod Yegneswaran",
      "Phillip Porras"
    ],
    "title": "DELTA: A security assessment framework for software-defined networks",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "toolurl": "https://github.com/seungsoo-lee/DELTA",
    "miscurl": [
      "http://seungsoo.net/papers/delta.pdf"
    ],
    "references": [
      "BFF"
    ],
    "targets": [
      "Network"
    ],
    "color": "blackbox"
  },
  {
    "name": "DIANE",
    "year": 2021,
    "author": [
      "Nilo Redini",
      "Andrea Continella",
      "Dipanjan Das",
      "Giulio De Pasquale",
      "Noah Spahn",
      "Aravind Machiry",
      "Antonio Bianchi",
      "Christopher Kruegel",
      "Giovanni Vigna"
    ],
    "title": "DIANE: Identifying Fuzzing Triggers in Apps to Generate Under-constrained Inputs for IoT Devices",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "toolurl": "https://github.com/ucsb-seclab/diane",
    "miscurl": [
      "https://conand.me/publications/redini-diane-2021.pdf"
    ],
    "references": [
      "IoTFuzzer"
    ],
    "targets": [
      "IoT"
    ],
    "color": "blackbox"
  },
  {
    "name": "DIFUZE",
    "year": 2017,
    "author": [
      "Jake Corina",
      "Aravind Machiry",
      "Christopher Salls",
      "Yan Shoshitaishvili",
      "Shuang Hao",
      "Christopher Kruegel",
      "Giovanni Vigna"
    ],
    "title": "DIFUZE: Interface Aware Fuzzing for Kernel Drivers",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "toolurl": "https://github.com/ucsb-seclab/difuze",
    "references": [
      "syzkaller"
    ],
    "targets": [
      "Kernel"
    ],
    "color": "blackbox"
  },
  {
    "name": "DOMFuzz",
    "year": 2008,
    "author": [
      "Jesse Ruderman"
    ],
    "toolurl": "https://github.com/MozillaSecurity/funfuzz",
    "targets": [
      "DOM"
    ],
    "references": [
      "jsfunfuzz"
    ],
    "color": "blackbox",
    "keywords": [
      "JavaScript"
    ]
  },
  {
    "name": "DR.FUZZ",
    "year": 2022,
    "author": [
      "Wenjia Zhao",
      "Kangjie Lu",
      "Qiushi Wu",
      "Yong Qi"
    ],
    "title": "Semantic-Informed Driver Fuzzing Without Both the Hardware Devices and the Emulators",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "toolurl": "https://github.com/secsysresearch/DRFuzz",
    "targets": [
      "Kernel"
    ],
    "miscurl": [
      "https://www.ndss-symposium.org/wp-content/uploads/2022-345-paper.pdf"
    ],
    "references": [
      "syzkaller"
    ],
    "color": "greybox"
  },
  {
    "name": "DSFuzz",
    "year": "2023",
    "targets": [
      "File"
    ],
    "color": "greybox",
    "references": [
      "ParmeSan"
    ],
    "author": [
      "Yinxi Liu",
      "Wei Meng"
    ],
    "title": "DSFuzz: Detecting Deep State Bugs with Dependent State Exploration",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "miscurl": [
      "https://dl.acm.org/doi/pdf/10.1145/3576915.3616594"
    ]
  },
  {
    "name": "DeadlockFuzzer",
    "year": 2009,
    "author": [
      "Pallavi Joshi",
      "Chang-Seo Park",
      "Koushik Sen",
      "Mayur Naik"
    ],
    "title": "A Randomized Dynamic Program Analysis Technique for Detecting Real Deadlocks",
    "booktitle": "Proceedings of the ACM Conference on Programming Language Design and Implementation",
    "toolurl": "https://github.com/ksen007/calfuzzer",
    "targets": [
      "Concurrency"
    ],
    "references": [
      "CalFuzzer"
    ],
    "color": "greybox"
  },
  {
    "name": "DeepGo",
    "year": "2024",
    "targets": [
      "File"
    ],
    "color": "greybox",
    "references": [
      "AFLGo"
    ],
    "author": [
      "Peihong Lin",
      "Pengfei Wang",
      "Xu Zhou",
      "Wei Xie",
      "Gen Zhang",
      "Kai Lu"
    ],
    "toolurl": "https://gitee.com/paynelin/DeepGo",
    "title": "DeepGo: Predictive Directed Greybox Fuzzing",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "miscurl": [
      "https://www.ndss-symposium.org/wp-content/uploads/2024-514-paper.pdf"
    ],
    "keywords": [
      "Directed fuzzing"
    ]
  },
  {
    "name": "DeepREL",
    "year": "2022",
    "targets": [
      "Lib"
    ],
    "color": "greybox",
    "author": [
      "Yinlin Deng",
      "Chenyuan Yang",
      "Anjiang Wei",
      "Lingming Zhang"
    ],
    "toolurl": "https://github.com/ise-uiuc/DeepREL",
    "title": "Fuzzing Deep-Learning Libraries via Automated Relational API Inference",
    "booktitle": "Proceedings of the International Symposium on Foundations of Software Engineering",
    "references": [
      "FreeFuzz"
    ]
  },
  {
    "name": "DepFuzz",
    "year": "2023",
    "targets": [
      "DISC (Data-Intensive Scalable Computing) Systems"
    ],
    "color": "greybox",
    "references": [
      "BigFuzz"
    ],
    "author": [
      "Ahmad Humayun",
      "Miryung Kim",
      "Muhammad Ali Gulzar"
    ],
    "toolurl": "https://github.com/SEED-VT/DepFuzz",
    "title": "Co-dependence Aware Fuzzing for Dataflow-Based Big Data Analytics",
    "booktitle": "Proceedings of the International Symposium on Foundations of Software Engineering",
    "miscurl": [
      "https://people.cs.vt.edu/~gulzar/assets/pdf/depfuzz.pdf"
    ]
  },
  {
    "name": "Dewey et al.",
    "year": 2014,
    "author": [
      "Kyle Dewey",
      "Jared Roesch",
      "Ben Hardekopf"
    ],
    "title": "Language Fuzzing Using Constraint Logic Programming",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "miscurl": [
      "https://sites.cs.ucsb.edu/~benh/research/papers/dewey14language.pdf",
      "https://ieeexplore.ieee.org/abstract/document/7372036"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "LangFuzz",
      "CSmith"
    ],
    "color": "blackbox"
  },
  {
    "name": "Dharma",
    "year": 2015,
    "author": [
      "Christoph Diehl"
    ],
    "toolurl": "https://github.com/MozillaSecurity/dharma",
    "targets": [
      "File",
      "Network"
    ],
    "color": "blackbox"
  },
  {
    "name": "Die",
    "year": 2020,
    "author": [
      "Soyeon Park",
      "Wen Xu",
      "Insu Yun",
      "Daehee Jang",
      "Taesoo Kim"
    ],
    "title": "Fuzzing JavaScript Engines with Aspect-preserving Mutation",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "targets": [
      "JavaScript"
    ],
    "references": [
      "CodeAlchemist",
      "Superion"
    ],
    "color": "greybox"
  },
  {
    "name": "DifFuzz",
    "year": 2019,
    "author": [
      "Shirin Nilizadeh",
      "Yannic Noller",
      "Corina S. Păsăreanu"
    ],
    "title": "DIFFUZZ: Differential Fuzzing for Side-Channel Analysis",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "toolurl": "https://github.com/isstac/diffuzz",
    "miscurl": [
      "https://yannicnoller.github.io/publications/icse2019_nilizadeh_diffuzz.pdf"
    ],
    "targets": [
      "Side-channel"
    ],
    "references": [
      "AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "DifuzzRTL",
    "year": 2021,
    "author": [
      "Jaewon Hur",
      "Suhwan Song",
      "Dongup Kwon",
      "Eunjin Baek",
      "Jangwoo Kim",
      "Byoungyoung Lee"
    ],
    "title": "DIFUZZRTL: Differential Fuzz Testing to Find CPU Bugs",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "https://lifeasageek.github.io/papers/jaewon-difuzzrtl.pdf"
    ],
    "targets": [
      "CPU"
    ],
    "toolurl": "https://github.com/compsec-snu/difuzz-rtl",
    "references": [
      "classming"
    ],
    "color": "greybox",
    "keywords": [
      "Register-coverage"
    ]
  },
  {
    "name": "DigFuzz",
    "year": 2019,
    "author": [
      "Lei Zhao",
      "Yue Duan",
      "Heng Yin",
      "Jifeng Xuan"
    ],
    "title": "Send Hardest Problems My Way: Probabilistic Path Prioritization for Hybrid Fuzzing",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "miscurl": [
      "https://www.cs.ucr.edu/~heng/pubs/digfuzz_ndss19.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "Driller"
    ],
    "color": "whitebox"
  },
  {
    "name": "Digtool",
    "year": 2017,
    "author": [
      "Jianfeng Pan",
      "Guanglu Yan",
      "Xiaocao Fan"
    ],
    "title": "Digtool: A virtualization-based framework for detecting kernel vulnerabilities",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www.usenix.org/system/files/conference/usenixsecurity17/sec17-pan.pdf"
    ],
    "targets": [
      "Kernel"
    ],
    "color": "blackbox"
  },
  {
    "name": "Domato",
    "year": "2017",
    "targets": [
      "DOM"
    ],
    "color": "blackbox",
    "author": [
      "Ivan Fratric"
    ],
    "toolurl": "https://github.com/googleprojectzero/domato",
    "references": [
      "DOMFuzz"
    ],
    "keywords": [
      "JavaScript"
    ]
  },
  {
    "name": "Doupé et al.",
    "year": 2012,
    "author": [
      "Adam Doupé",
      "Ludovico Cavedon",
      "Christopher Kruegel",
      "Giovanni Vigna"
    ],
    "title": "Enemy of the State: A State-Aware Black-Box Web Vulnerability Scanner",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www.usenix.org/system/files/conference/usenixsecurity12/sec12-final225.pdf"
    ],
    "targets": [
      "Web"
    ],
    "color": "blackbox"
  },
  {
    "name": "Dowser",
    "year": 2013,
    "author": [
      "Istvan Haller",
      "Asia Slowinska",
      "Matthias Neugschwandtner",
      "Herbert Bos"
    ],
    "title": "Dowsing for Overflows: A Guided Fuzzer to Find Buffer Boundary Violations",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www.usenix.org/system/files/conference/usenixsecurity13/sec13-paper_haller.pdf"
    ],
    "references": [
      "FuzzBALL"
    ],
    "targets": [
      "File"
    ],
    "color": "whitebox"
  },
  {
    "name": "Drifuzz",
    "year": 2022,
    "targets": [
      "Kernel"
    ],
    "color": "whitebox",
    "author": [
      "Zekun Shen",
      "Ritik Roongta",
      "Brendan Dolan-Gavitt"
    ],
    "toolurl": "https://github.com/messlabnyu/DrifuzzProject",
    "title": "Drifuzz: Harvesting Bugs in Device Drivers from Golden Seeds",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "kAFL"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/sec22-shen-zekun.pdf"
    ]
  },
  {
    "name": "Driller",
    "year": 2016,
    "author": [
      "Nick Stephens",
      "John Grosen",
      "Christopher Salls",
      "Andrew Dutcher",
      "Ruoyu Wang",
      "Jacopo Corbetta",
      "Yan Shoshitaishvili",
      "Christopher Kruegel",
      "Giovanni Vigna"
    ],
    "title": "Driller: Augmenting Fuzzing Through Selective Symbolic Execution",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "toolurl": "https://github.com/shellphish/driller",
    "miscurl": [
      "https://sites.cs.ucsb.edu/~chris/research/doc/ndss16_driller.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "AFL",
      "Dowser"
    ],
    "color": "whitebox"
  },
  {
    "name": "DynSQL",
    "year": 2023,
    "targets": [
      "DBMS"
    ],
    "color": "greybox",
    "author": [
      "Zu-Ming Jiang",
      "Jia-Ju Bai",
      "Zhendong Su"
    ],
    "title": "DynSQL: Stateful Fuzzing for Database Management Systems with Complex and Valid SQL Query Generation",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "Squirrel",
      "AFL"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/usenixsecurity23-jiang-zu-ming.pdf"
    ]
  },
  {
    "name": "EASIER",
    "year": 2020,
    "author": [
      "Ivan Pustogarov",
      "Qian Wu",
      "David Lie"
    ],
    "title": "Ex-vivo dynamic analysis framework for Android device drivers",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "https://security.csl.toronto.edu/wp-content/uploads/2020/05/pustogarov-oakland2020-easier.pdf"
    ],
    "targets": [
      "Kernel"
    ],
    "references": [
      "syzkaller",
      "kAFL"
    ],
    "color": "greybox"
  },
  {
    "name": "ECFuzz",
    "year": "2024",
    "targets": [
      "Program configuration"
    ],
    "color": "blackbox",
    "references": [
      "ConfigFuzz"
    ],
    "author": [
      "Junqiang Li",
      "Senyi Li",
      "Keyao Li",
      "Falin Luo",
      "Hongfang Yu",
      "Shanshan Li",
      "Xiang Li"
    ],
    "toolurl": "https://github.com/ecfuzz/ECFuzz",
    "title": "ECFuzz: Effective Configuration Fuzzing for Large-Scale Systems",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "miscurl": [
      "https://dl.acm.org/doi/pdf/10.1145/3597503.3623315"
    ]
  },
  {
    "name": "EDEFuzz",
    "year": "2024",
    "targets": [
      "API"
    ],
    "color": "blackbox",
    "references": [
      "RESTler"
    ],
    "author": [
      "Lianglu Pan",
      "Shaanan Cohney",
      "Toby Murray",
      "Van-Thuan Pham"
    ],
    "toolurl": "https://github.com/Broken-Assumptions/EDEFuzz",
    "title": "EDEFuzz: A Web API Fuzzer for Excessive Data Exposures",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "miscurl": [
      "https://dl.acm.org/doi/10.1145/3597503.3608133"
    ]
  },
  {
    "name": "EFS",
    "year": 2007,
    "author": [
      "Jared DeMott",
      "Richard Enbody",
      "William F. Punch"
    ],
    "title": "Revolutionizing the Field of Grey-box Attack Surface Testing with Evolutionary Fuzzing",
    "booktitle": "Proceedings of DefCon",
    "targets": [
      "File",
      "Network"
    ],
    "references": [
      "Sidewinder",
      "GPF"
    ],
    "miscurl": [
      "https://www.defcon.org/images/defcon-15/dc15-presentations/dc-15-demott_enbody_and_punch.pdf"
    ],
    "color": "greybox"
  },
  {
    "name": "EMS",
    "year": 2022,
    "author": [
      "Chenyang Lyu",
      "Shouling Ji",
      "Xuhong Zhang",
      "Hong Liang",
      "Binbin Zhao",
      "Kangjie Lu",
      "Raheem Beyah"
    ],
    "title": "EMS: History-Driven Mutation for Coverage-based Fuzzing",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "miscurl": [
      "https://nesa.zju.edu.cn/download/lcy_pdf_ems_ndss22.pdf"
    ],
    "toolurl": "https://github.com/puppet-meteor/EMS",
    "targets": [
      "File"
    ],
    "references": [
      "MOPT"
    ],
    "color": "greybox"
  },
  {
    "name": "Echidna",
    "year": 2018,
    "author": [
      "Crytic"
    ],
    "toolurl": "https://github.com/crytic/echidna",
    "targets": [
      "EVM"
    ],
    "color": "greybox"
  },
  {
    "name": "Eclipser",
    "year": 2019,
    "author": [
      "Jaeseung Choi",
      "Joonun Jang",
      "Choongwoo Han",
      "Sang Kil Cha"
    ],
    "title": "Grey-box Concolic Testing on Binary Code",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "toolurl": "https://github.com/SoftSec-KAIST/Eclipser",
    "miscurl": [
      "https://softsec.kaist.ac.kr/~jschoi/data/icse2019.pdf"
    ],
    "targets": [
      "Argument",
      "File"
    ],
    "references": [
      "AFL",
      "SAGE"
    ],
    "color": "greybox"
  },
  {
    "name": "EcoFuzz",
    "year": 2020,
    "author": [
      "Tai Yue",
      "Pengfei Wang",
      "Yong Tang",
      "Enze Wang",
      "Bo Yu",
      "Kai Lu",
      "Xu Zhou"
    ],
    "title": "EcoFuzz: Adaptive Energy-Saving Greybox Fuzzing as a Variant of the Adversarial Multi-Armed Bandit",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "toolurl": "https://github.com/MoonLight-SteinsGate/EcoFuzz",
    "miscurl": [
      "https://www.usenix.org/system/files/sec20-yue.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "AFLFast"
    ],
    "color": "greybox"
  },
  {
    "name": "EnFuzz",
    "year": 2019,
    "author": [
      "Yuanliang Chen",
      "Yu Jiang",
      "Fuchen Ma",
      "Jie Liang",
      "Mingzhe Wang",
      "Chijin Zhou",
      "Xun Jiao",
      "Zhuo Su"
    ],
    "title": "EnFuzz: Ensemble Fuzzing with Seed Synchronization among Diverse Fuzzers",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "toolurl": "https://github.com/enfuzz/enfuzz",
    "miscurl": [
      "https://www.usenix.org/system/files/sec19-chen-yuanliang.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "radamsa"
    ],
    "color": "greybox"
  },
  {
    "name": "EnclaveFuzz",
    "year": "2024",
    "targets": [
      "File"
    ],
    "color": "greybox",
    "references": [
      "SGXFuzz"
    ],
    "author": [
      "Liheng Chen",
      "Zheming Li",
      "Zheyu Ma",
      "Yuan Li",
      "Baojian Chen",
      "Chao Zhang"
    ],
    "toolurl": "https://github.com/LeoneChen/EnclaveFuzz",
    "title": "EnclaveFuzz: Finding Vulnerabilities in SGX Applications",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "miscurl": [
      "https://www.ndss-symposium.org/wp-content/uploads/2024-819-paper.pdf"
    ]
  },
  {
    "name": "Entropic",
    "year": 2020,
    "author": [
      "Marcel Böhme",
      "Valentin J.M. Manès",
      "Sang Kil Cha"
    ],
    "title": "Boosting Fuzzer Efficiency: An Information Theoretic Perspective",
    "booktitle": "Proceedings of the International Symposium on Foundations of Software Engineering",
    "toolurl": "https://github.com/llvm/llvm-project/commit/e2e38fca64e49d684de0b100437fe2f227f8fcdd",
    "miscurl": [
      "https://mboehme.github.io/paper/FSE20.Entropy.pdf"
    ],
    "targets": [
      "Lib"
    ],
    "references": [
      "LibFuzzer"
    ],
    "color": "greybox"
  },
  {
    "name": "FANS",
    "year": 2020,
    "author": [
      "Baozheng Liu",
      "Chao Zhang",
      "Guang Gong",
      "Yishun Zeng",
      "Haifeng Ruan",
      "Jianwei Zhuge"
    ],
    "title": "FANS: Fuzzing Android Native System Services via Automated Interface Analysis",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "toolurl": "https://github.com/iromise/fans",
    "miscurl": [
      "https://www.usenix.org/system/files/sec20fall_liu_prepub.pdf"
    ],
    "targets": [
      "API"
    ],
    "references": [
      "AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "FAST",
    "year": "2023",
    "targets": [
      "Specification"
    ],
    "color": "greybox",
    "author": [
      "Ru Ji",
      "Meng Xu"
    ],
    "title": "Finding Specification Blind Spots via Fuzz Testing",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "references": [
      "AFL"
    ],
    "miscurl": [
      "https://www.computer.org/csdl/proceedings-article/sp/2023/933600c708/1Nrc04SNlCw"
    ],
    "keywords": [
      "fuzzing",
      "mutation testing"
    ]
  },
  {
    "name": "FIFUZZ",
    "year": 2020,
    "author": [
      "Zu-Ming Jiang",
      "Jia-Ju Bai",
      "Kangjie Lu",
      "Shi-Min Hu"
    ],
    "title": "Fuzzing Error Handling Code using Context-Sensitive Software Fault Injection",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www-users.cs.umn.edu/~kjlu/papers/fifuzz.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "FIRM-AFL",
    "year": 2019,
    "author": [
      "Yaowen Zheng",
      "Ali Davanian",
      "Heng Yin",
      "Chengyu Song",
      "Hongsong Zhu",
      "Limin Sun"
    ],
    "title": "FIRM-AFL: High-Throughput Greybox Fuzzing of IoT Firmware via Augmented Process Emulation",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "toolurl": "https://github.com/zyw-200/FirmAFL",
    "targets": [
      "Firmware"
    ],
    "references": [
      "AFL",
      "TriforceAFL"
    ],
    "color": "greybox"
  },
  {
    "name": "FLAX",
    "year": 2010,
    "author": [
      "Prateek Saxena",
      "Steve Hanna",
      "Pongsin Poosankam",
      "Dawn Song"
    ],
    "title": "FLAX: Systematic Discovery of Client-side Validation Vulnerabilities in Rich Web Applications",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "miscurl": [
      "http://webblaze.cs.berkeley.edu/2010/flax/flax.pdf"
    ],
    "targets": [
      "Web"
    ],
    "color": "blackbox"
  },
  {
    "name": "FLUX",
    "year": "2023",
    "targets": [
      "File"
    ],
    "color": "greybox",
    "references": [
      "LibFuzzer",
      "LangFuzz"
    ],
    "author": [
      "Eric Liu",
      "Shengjie Xu",
      "David Lie"
    ],
    "toolurl": "https://github.com/ericliuu/flux",
    "title": "FLUX: Finding Bugs with LLVM IR Based Unit Test Crossovers",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "miscurl": [
      "https://security.csl.toronto.edu/wp-content/uploads/2023/09/eliu-ase2023-flux.pdf"
    ]
  },
  {
    "name": "FOE",
    "year": 2012,
    "author": [
      "CERT"
    ],
    "toolurl": "https://resources.sei.cmu.edu/library/asset-view.cfm?assetid=515311",
    "targets": [
      "File"
    ],
    "references": [
      "BFF"
    ],
    "color": "blackbox"
  },
  {
    "name": "FUZZPD",
    "year": "2023",
    "targets": [
      "Firmware"
    ],
    "color": "blackbox",
    "references": [
      "IoTFuzzer"
    ],
    "author": [
      "Kyungtae Kim",
      "Sungwoo Kim",
      "Kevin R. B. Butler",
      "Antonio Bianchi",
      "Rick Kennell",
      "Dave (Jing) Tian"
    ],
    "toolurl": "https://github.com/purseclab/fuzzpd",
    "title": "Fuzz The Power: Dual-role State Guided Black-box Fuzzing for USB Power Delivery",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www.usenix.org/system/files/usenixsecurity23-kim-kyungtae.pdf"
    ]
  },
  {
    "name": "FUZZUSB",
    "year": 2022,
    "targets": [
      "Kernel"
    ],
    "color": "greybox",
    "author": [
      "Kyungtae Kim",
      "Taegyu Kim",
      "Ertza Warraich",
      "Byoungyoung Lee"
    ],
    "toolurl": "https://github.com/purseclab/fuzzusb",
    "title": "FuzzUSB: Hybrid Stateful Fuzzing of USB Gadget Stacks",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "references": [
      "syzkaller"
    ],
    "miscurl": [
      "https://www.computer.org/csdl/proceedings-article/sp/2022/131600a632/1A4Q3mz4uLm"
    ]
  },
  {
    "name": "FairFuzz",
    "year": 2018,
    "author": [
      "Caroline Lemieux",
      "Koushik Sen"
    ],
    "title": "FairFuzz: A Targeted Mutation Strategy for Increasing Greybox Fuzz Testing Coverage",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "toolurl": "https://github.com/carolemieux/afl-rb/",
    "miscurl": [
      "https://www.carolemieux.com/fairfuzz-ase18.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "Favocado",
    "year": 2021,
    "author": [
      "Sung Ta Dinh",
      "Haehyun Cho",
      "Kyle Martin",
      "Adam Oest",
      "Kyle Zeng",
      "Alexandros Kapravelos",
      "Gail-Joon Ahn",
      "Tiffany Bao",
      "Ruoyu Wang",
      "Adam Doupé",
      "Yan Shoshitaishvili"
    ],
    "title": "Favocado: Fuzzing the Binding Code of JavaScript Engines Using Semantically Correct Test Cases",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "toolurl": "https://github.com/favocado/Favocado",
    "miscurl": [
      "https://sefcom.asu.edu/publications/favocado-ndss21.pdf"
    ],
    "targets": [
      "JavaScript"
    ],
    "references": [
      "CodeAlchemist"
    ],
    "color": "greybox"
  },
  {
    "name": "FileFuzz",
    "year": 2005,
    "author": [
      "Michael Sutton",
      "Adam Greene"
    ],
    "title": "The Art of File Format Fuzzing",
    "booktitle": "Proceedings of the Black Hat Asia",
    "toolurl": "https://packetstormsecurity.com/files/download/39626/FileFuzz.zip",
    "targets": [
      "File"
    ],
    "references": [
      "SPIKE",
      "SPIKEfile"
    ],
    "color": "blackbox"
  },
  {
    "name": "FishFuzz",
    "year": "2023",
    "targets": [
      "File"
    ],
    "color": "greybox",
    "references": [
      "AFLGo",
      "AFL"
    ],
    "author": [
      "Han Zheng",
      "Jiayuan Zhang",
      "Yuhang Huang",
      "Zezhong Ren",
      "He Wang",
      "Chunjie Cao",
      "Yuqing Zhang",
      "Flavio Toffalini",
      "Mathias Payer"
    ],
    "toolurl": "https://github.com/HexHive/FishFuzz",
    "title": "FishFuzz: Catch Deeper Bugs by Throwing Larger Nets",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www.usenix.org/system/files/usenixsecurity23-zheng.pdf"
    ]
  },
  {
    "name": "Fluffy",
    "year": "2023",
    "targets": [
      "Blockchain"
    ],
    "color": "greybox",
    "author": [
      "Youngseok Yang",
      "Taesoo Kim",
      "Byung-Gon Chun"
    ],
    "toolurl": "https://github.com/snuspl/fluffy",
    "title": "Finding Consensus Bugs in Ethereum via Multi-transaction Differential Fuzzing",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "LibFuzzer"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/osdi21-yang.pdf"
    ]
  },
  {
    "name": "Frankenstein",
    "year": 2020,
    "author": [
      "Jan Ruge",
      "Jiska Classen",
      "Francesco Gringoli",
      "Matthias Hollick"
    ],
    "title": "Frankenstein: Advanced Wireless Fuzzing to Exploit New Bluetooth Escalation Targets",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "toolurl": "",
    "miscurl": [
      "https://www.usenix.org/system/files/sec20-ruge.pdf"
    ],
    "targets": [
      "Firmware"
    ],
    "color": "greybox"
  },
  {
    "name": "FreeDom",
    "year": 2020,
    "author": [
      "Wen Xu",
      "Soyeon Park",
      "Taesoo Kim"
    ],
    "title": "FreeDom: Engineering a State-of-the-Art DOM Fuzzer",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "toolurl": "https://github.com/sslab-gatech/freedom",
    "miscurl": [
      "https://gts3.org/assets/papers/2020/xu:freedom.pdf"
    ],
    "targets": [
      "DOM"
    ],
    "references": [
      "Dharma"
    ],
    "color": "greybox"
  },
  {
    "name": "FreeFuzz",
    "year": 2022,
    "targets": [
      "API"
    ],
    "color": "greybox",
    "author": [
      "Anjiang Wei",
      "Yinlin Deng",
      "Chenyuan Yang",
      "Lingming Zhang"
    ],
    "toolurl": "https://github.com/ise-uiuc/FreeFuzz",
    "title": "Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "miscurl": [
      "https://cs.stanford.edu/~anjiang/papers/WeiETAL22FreeFuzz.pdf"
    ]
  },
  {
    "name": "Fuzz4All",
    "year": "2024",
    "targets": [
      "File"
    ],
    "color": "greybox",
    "references": [
      "YARPGen",
      "ChatAFL"
    ],
    "author": [
      "Chunqiu Steven Xia",
      "Matteo Paltenghi",
      "Jia Le Tian",
      "Michael Pradel",
      "Lingming Zhang"
    ],
    "toolurl": "https://github.com/fuzz4all/fuzz4all",
    "title": "Fuzz4All: Universal Fuzzing with Large Language Models",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "miscurl": [
      "https://arxiv.org/pdf/2308.04748"
    ],
    "keywords": [
      "LLM"
    ]
  },
  {
    "name": "FuzzBALL",
    "year": 2011,
    "author": [
      "Domagoj Babic",
      "Lorenzo Martignoni",
      "Stephen McCamant",
      "Dawn Song"
    ],
    "title": "Statically-Directed Dynamic Automated Test Generation",
    "booktitle": "Proceedings of the International Symposium on Software Testing and Analysis",
    "toolurl": "https://github.com/bitblaze-fuzzball/fuzzball",
    "miscurl": [
      "http://bitblaze.cs.berkeley.edu/papers/testgen-issta11.pdf",
      "https://apps.dtic.mil/dtic/tr/fulltext/u2/a587051.pdf",
      "http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.261.2500&rep=rep1&type=pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "TaintScope"
    ],
    "color": "whitebox"
  },
  {
    "name": "FuzzDelSol",
    "year": "2023",
    "targets": [
      "Solana Smart Contract"
    ],
    "color": "greybox",
    "references": [
      "LibAFL"
    ],
    "author": [
      "Sven Smolka",
      "Jens-Rene Giesen",
      "Pascal Winkler",
      "Oussama Draissi",
      "Lucas Davi",
      "Ghassan Karame",
      "Klaus Pohl"
    ],
    "title": "Fuzz on the Beach: Fuzzing Solana Smart Contracts",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "miscurl": [
      "https://dl.acm.org/doi/10.1145/3576915.3623178"
    ]
  },
  {
    "name": "FuzzGPT",
    "year": "2024",
    "targets": [
      "Deep Learning (DL) libraries"
    ],
    "color": "greybox",
    "references": [
      "FreeFuzz",
      "DeepREL"
    ],
    "author": [
      "Yinlin Deng",
      "Chunqiu Steven Xia",
      "Chenyuan Yang",
      "Shizhuo Dylan Zhang",
      "Shujing Yang",
      "Lingming Zhang"
    ],
    "toolurl": "https://github.com/ise-uiuc/FuzzGPT",
    "title": "Large Language Models are Edge-Case Generators: Crafting Unusual Programs for Fuzzing Deep Learning Libraries",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "miscurl": [
      "https://dl.acm.org/doi/pdf/10.1145/3597503.3623343"
    ],
    "keywords": [
      "Deep Learning",
      "libraries"
    ]
  },
  {
    "name": "FuzzInMem",
    "year": "2024",
    "targets": [
      "File"
    ],
    "color": "greybox",
    "references": [
      "AFL"
    ],
    "author": [
      "Xuwei Liu",
      "Wei You",
      "Yepeng Ye",
      "Zhuo Zhang",
      "Jianjun Huang",
      "Xiangyu Zhang"
    ],
    "title": "FuzzInMem: Fuzzing Programs via In-memory Structures",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "miscurl": [
      "http://youwei.site/papers/ICSE2024.pdf"
    ],
    "keywords": [
      "PDF"
    ]
  },
  {
    "name": "FuzzJIT",
    "year": 2023,
    "targets": [
      "JavaScript"
    ],
    "color": "greybox",
    "author": [
      "Junjie Wang",
      "Zhiyi Zang",
      "Shuang Liu",
      "Xiaoning Du",
      "Junjie Chen"
    ],
    "toolurl": "https://github.com/SpaceNaN/fuzzjit",
    "title": "FuzzJIT: Oracle-Enhanced Fuzzing for JavaScript Engine JIT Compiler",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "Fuzzilli"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/usenixsecurity23-wang-junjie.pdf"
    ]
  },
  {
    "name": "FuzzNG",
    "year": "2023",
    "targets": [
      "Kernel"
    ],
    "color": "greybox",
    "author": [
      "Alexander Bulekov",
      "Bandan Das",
      "Stefan Hajnoczi",
      "Manuel Egele"
    ],
    "toolurl": "https://github.com/BUseclab/FuzzNG",
    "title": "No Grammar, No Problem: Towards Fuzzing the Linux Kernel without System-Call Descriptions",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "references": [
      "syzkaller"
    ],
    "miscurl": [
      "https://www.ndss-symposium.org/wp-content/uploads/2023/02/ndss2023_f688_paper.pdf"
    ]
  },
  {
    "name": "FuzzOrigin",
    "year": 2022,
    "targets": [
      "DOM"
    ],
    "color": "greybox",
    "author": [
      "Sunwoo Kim",
      "Young Min Kim",
      "Jaewon Hur",
      "Suhwan Song",
      "Gwangmu Lee",
      "Byoungyoung Lee"
    ],
    "toolurl": "https://github.com/compsec-snu/fuzzorigin",
    "title": "FuzzOrigin: Detecting UXSS vulnerabilities in Browsers through Origin Fuzzing",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "DOMFuzz",
      "Fuzzilli"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/sec22-kim.pdf"
    ]
  },
  {
    "name": "Fuzzbox",
    "year": 2008,
    "author": [
      "David Thiel"
    ],
    "title": "Exposing Vulnerabilities in Media Software",
    "booktitle": "Proceedings of the Black Hat USA",
    "toolurl": "https://github.com/iSECPartners/fuzzbox",
    "miscurl": [
      "https://www.nccgroup.trust/globalassets/our-research/us/whitepapers/isec_thiel_exposing_vulnerabilities_media_software_0.pdf"
    ],
    "targets": [
      "Network"
    ],
    "color": "blackbox"
  },
  {
    "name": "Fuzzilli",
    "year": 2019,
    "author": [
      "Samuel Groß",
      "Simon Koch",
      "Lukas Bernhard",
      "Thorsten Holz",
      "Martin Johns"
    ],
    "targets": [
      "File"
    ],
    "title": "FUZZILLI: Fuzzing for JavaScript JIT Compiler Vulnerabilities",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "toolurl": "https://github.com/googleprojectzero/fuzzilli",
    "miscurl": [
      "https://www.ndss-symposium.org/wp-content/uploads/2023/02/ndss2023_f290_paper.pdf",
      "https://saelo.github.io/presentations/offensivecon_19_fuzzilli.pdf",
      "https://saelo.github.io/papers/thesis.pdf"
    ],
    "color": "greybox",
    "keywords": [
      "JavaScript"
    ]
  },
  {
    "name": "Fuzzolic",
    "year": 2021,
    "targets": [
      "File"
    ],
    "color": "whitebox",
    "author": [
      "Borzacchiello",
      "Luca and Coppa",
      "Emilio and Demetrescu",
      "Camil"
    ],
    "toolurl": "https://season-lab.github.io/fuzzolic/",
    "title": "Fuzzing Symbolic Expressions",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "references": [
      "QSYM"
    ],
    "miscurl": [
      "https://arxiv.org/pdf/2102.06580.pdf"
    ],
    "keywords": [
      "SMT"
    ]
  },
  {
    "name": "Fuzztruction",
    "year": 2023,
    "targets": [
      "File"
    ],
    "color": "greybox",
    "author": [
      "Nils Bars",
      "Moritz Schloegel",
      "Tobias Scharnowski",
      "Nico Schiller",
      "Thorsten Holz"
    ],
    "toolurl": "https://github.com/fuzztruction/fuzztruction",
    "title": "Fuzztruction: Using Fault Injection-based Fuzzing to Leverage Implicit Domain Knowledge",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "AFL++"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/usenixsecurity23-bars.pdf"
    ]
  },
  {
    "name": "GLADE",
    "year": 2015,
    "author": [
      "Osbert Bastani",
      "Rahul Sharma",
      "Alex Aiken",
      "Percy Liang"
    ],
    "title": "Synthesizing Program Input Grammars",
    "booktitle": "Proceedings of the ACM Conference on Programming Language Design and Implementation",
    "toolurl": "https://github.com/obastani/glade",
    "miscurl": [
      "https://obastani.github.io/docs/pldi17.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "CSmith",
      "LangFuzz"
    ],
    "color": "blackbox"
  },
  {
    "name": "GLeeFuzz",
    "year": 2023,
    "targets": [
      "JavaScript"
    ],
    "color": "greybox",
    "author": [
      "Hui Peng",
      "Zhihao Yao",
      "Ardalan Amiri Sani",
      "Dave (Jing) Tian",
      "Mathias Payer"
    ],
    "toolurl": "https://github.com/HexHive/GLeeFuzz",
    "title": "GLeeFuzz: Fuzzing WebGL Through Error Message Guided Mutation",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "Favocado"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/usenixsecurity23-peng.pdf"
    ]
  },
  {
    "name": "GPF",
    "year": 2005,
    "author": [
      "Jared Demott"
    ],
    "toolurl": "https://www.ee.oulu.fi/roles/ouspg/GPF",
    "targets": [
      "File",
      "Network"
    ],
    "color": "blackbox"
  },
  {
    "name": "GRIFFIN",
    "year": 2022,
    "targets": [
      "DBMS"
    ],
    "color": "greybox",
    "author": [
      "Jingzhou Fu",
      "Jie Liang",
      "Zhiyong Wu",
      "Mingzhe Wang",
      "Yu Jiang"
    ],
    "title": "GRIFFIN: Grammar-Free DBMS Fuzzing",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "references": [
      "AFL++"
    ],
    "miscurl": [
      "http://www.wingtecher.com/themes/WingTecherResearch/assets/papers/ASE22-Griffin.pdf"
    ]
  },
  {
    "name": "GRR",
    "year": 2016,
    "author": [
      "Peter Goodman"
    ],
    "toolurl": "https://github.com/trailofbits/grr",
    "targets": [
      "File"
    ],
    "references": [
      "radamsa"
    ],
    "miscurl": [
      "https://ieeexplore.ieee.org/document/8328981"
    ],
    "color": "greybox"
  },
  {
    "name": "GRT",
    "year": 2015,
    "author": [
      "Lei Ma",
      "Cyrille Artho",
      "Cheng Zhang",
      "Hiroyuki Sato",
      "Johannes Gmeiner",
      "Rudolf Ramler"
    ],
    "title": "GRT: Program-Analysis-Guided Random Testing",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "miscurl": [
      "https://ieeexplore.ieee.org/abstract/document/7372010"
    ],
    "targets": [
      "File"
    ],
    "color": "whitebox"
  },
  {
    "name": "GraphFuzz",
    "year": 2022,
    "targets": [
      "API"
    ],
    "color": "greybox",
    "author": [
      "Harrison Green",
      "Thanassis Avgerinos"
    ],
    "toolurl": "https://github.com/ForAllSecure/GraphFuzz",
    "title": "GraphFuzz: Library API Fuzzing with Lifetime-aware Dataflow Graphs",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "references": [
      "LibFuzzer"
    ],
    "miscurl": [
      "https://hgarrereyn.github.io/GraphFuzz/research/GraphFuzz_ICSE_2022.pdf"
    ]
  },
  {
    "name": "GreyOne",
    "year": 2020,
    "author": [
      "Shuitao Gan",
      "Chao Zhang",
      "Peng Chen",
      "Bodong Zhao",
      "Xiaojun Qin",
      "Dong Wu",
      "Zuoning Chen"
    ],
    "title": "GREYONE: Data Flow Sensitive Fuzzing",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www.usenix.org/system/files/sec20spring_gan_prepub.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "VUzzer",
      "Redqueen"
    ],
    "color": "greybox"
  },
  {
    "name": "Grimoire",
    "year": 2019,
    "author": [
      "Tim Blazytko",
      "Cornelius Aschermann",
      "Moritz Schlögel",
      "Ali Abbasi",
      "Sergej Schumilo",
      "Simon Wörner",
      "Thorsten Holz"
    ],
    "title": "GRIMOIRE: Synthesizing Structure while Fuzzing",
    "booktitle": "Proceedings of the USENIX Annual Technical Conference",
    "miscurl": [
      "https://www.usenix.org/system/files/sec19-blazytko.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "Redqueen"
    ],
    "color": "greybox"
  },
  {
    "name": "HFL",
    "year": 2020,
    "author": [
      "Kyungtae Kim",
      "Dae R. Jeong",
      "Chung Hwan Kim",
      "Yeongjin Jang",
      "Insik Shin",
      "Byoungyoung Lee"
    ],
    "title": "HFL: Hybrid Fuzzing on the Linux Kernel",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "targets": [
      "Kernel"
    ],
    "references": [
      "syzkaller"
    ],
    "color": "greybox"
  },
  {
    "name": "HFuzz",
    "year": "2023",
    "targets": [
      "Heterogeneous applications"
    ],
    "color": "greybox",
    "references": [
      "HeteroFuzz"
    ],
    "author": [
      "Jiyuan Wang",
      "Qian Zhang",
      "Hongbo Rong",
      "Guoqing Harry Xu",
      "Miryung Kim"
    ],
    "toolurl": "https://github.com/wjy99-c/HFuzz",
    "title": "Leveraging Hardware Probes and Optimizations for Accelerating Fuzz Testing of Heterogeneous Applications",
    "booktitle": "Proceedings of the International Symposium on Foundations of Software Engineering",
    "miscurl": [
      "https://web.cs.ucla.edu/~wangjiyuan/research/FSE2023_HFuzz.pdf"
    ]
  },
  {
    "name": "HTFuzz",
    "year": 2022,
    "targets": [
      "File"
    ],
    "color": "greybox",
    "author": [
      "Yuanping Yu",
      "Xiangkun Jia",
      "Yuwei Liu",
      "Yanhao Wang",
      "Qian Sang",
      "Chao Zhang",
      "Purui Su"
    ],
    "toolurl": "https://github.com/sharedata21/HTFuzz",
    "title": "HTFuzz: Heap Operation Sequence Sensitive Fuzzing",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "references": [
      "AFL",
      "MOPT"
    ],
    "miscurl": [
      "https://dl.acm.org/doi/pdf/10.1145/3551349.3560415"
    ]
  },
  {
    "name": "HYPER-CUBE",
    "year": 2020,
    "author": [
      "Sergej Schumilo",
      "Cornelius Aschermann",
      "Ali Abbasi",
      "Simon Wörner",
      "Thorsten Holz"
    ],
    "title": "HYPER-CUBE: High-Dimensional Hypervisor Fuzzing",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "targets": [
      "Hypervisor"
    ],
    "references": [
      "CHIPSEC"
    ],
    "color": "greybox"
  },
  {
    "name": "Halo",
    "year": "2024",
    "targets": [
      "File"
    ],
    "color": "greybox",
    "references": [
      "AFLGo"
    ],
    "author": [
      "Heqing Huang",
      "Anshunkang Zhou",
      "Mathias Payer",
      "Charles Zhang"
    ],
    "title": "Everything is Good for Something: Counterexample-Guided Directed Fuzzing via Likely Invariant Inference",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "https://www.computer.org/csdl/proceedings-article/sp/2024/313000a142/1Ub23ZRRhRu"
    ],
    "keywords": [
      "directed fuzzing"
    ]
  },
  {
    "name": "Harvey",
    "year": 2020,
    "author": [
      "Valentin Wüstholz",
      "Maria Christakis"
    ],
    "title": "Targeted Greybox Fuzzing with Static Lookahead Analysis",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "targets": [
      "EVM"
    ],
    "references": [
      "AFLGo",
      "ContractFuzzer"
    ],
    "color": "greybox"
  },
  {
    "name": "Hawkeye",
    "year": 2018,
    "author": [
      "Hongxu Chen",
      "Yinxing Xue",
      "Yuekang Li",
      "Bihuan Chen",
      "Xiaofei Zie",
      "Xiuheng Wu",
      "Yang Liu"
    ],
    "title": "Hawkeye: Towards a Desired Directed Grey-box Fuzzer",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "targets": [
      "File"
    ],
    "references": [
      "AFLGo"
    ],
    "color": "greybox"
  },
  {
    "name": "HeteroFuzz",
    "year": 2021,
    "author": [
      "Qian Zhang",
      "Jiyuan Wang",
      "Miryung Kim"
    ],
    "title": "HeteroFuzz: Fuzz Testing to Detect Platform Dependent Divergence for Heterogeneous Applications",
    "booktitle": "Proceedings of the International Symposium on Foundations of Software Engineering",
    "miscurl": [
      "https://web.cs.ucla.edu/~wangjiyuan/research/FSE2021_heterofuzz.pdf"
    ],
    "targets": [
      "Heterogeneous applications"
    ],
    "color": "greybox"
  },
  {
    "name": "HiCOND",
    "year": 2019,
    "author": [
      "Junjie Chen",
      "Guangcheng Wang",
      "Dan Ha",
      "Yingfei Xiong",
      "Hongyu Zhang",
      "Lu Zhang"
    ],
    "title": "History-Guided Configuration Diversification for Compiler Test-Program Generation",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "toolurl": "https://github.com/JunjieChen/HiCOND",
    "miscurl": [
      "https://xiongyingfei.github.io/papers/ASE19b.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "CSmith"
    ],
    "color": "blackbox"
  },
  {
    "name": "Hodor",
    "year": 2016,
    "author": [
      "Braden Hollembaek"
    ],
    "toolurl": "https://github.com/nccgroup/Hodor",
    "targets": [
      "File",
      "Network"
    ],
    "color": "blackbox"
  },
  {
    "name": "Hopper",
    "year": "2023",
    "targets": [
      "API"
    ],
    "color": "greybox",
    "references": [
      "RESTler"
    ],
    "author": [
      "Peng Chen",
      "Yuxuan Xie",
      "Yunlong Lyu",
      "Yuxiao Wang",
      "Hao Chen"
    ],
    "toolurl": "https://github.com/FuzzAnything/Hopper",
    "title": "Hopper: Interpretative Fuzzing for Libraries",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "miscurl": [
      "https://dl.acm.org/doi/pdf/10.1145/3576915.3616610"
    ]
  },
  {
    "name": "HotFuzz",
    "year": 2020,
    "author": [
      "William Blair",
      "Andrea Mambretti",
      "Sajjad Arshad",
      "Michael Weissbacher",
      "William Robertson",
      "Engin Kirda",
      "Manuel Egele"
    ],
    "title": "HotFuzz: Discovering Algorithmic Denial-of-Service Vulnerabilities Through Guided Micro-Fuzzing",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "toolurl": "https://arxiv.org/pdf/2002.03416.pdf",
    "targets": [
      "API"
    ],
    "references": [
      "SlowFuzz"
    ],
    "color": "greybox"
  },
  {
    "name": "Householder",
    "year": 2012,
    "title": "Probability-Based Parameter Selection for Black-Box Fuzz Testing",
    "author": [
      "Allen D. Householder",
      "Jonathan M. Foote"
    ],
    "miscurl": [
      "https://resources.sei.cmu.edu/asset_files/TechnicalNote/2012_004_001_28152.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "BFF"
    ],
    "color": "blackbox"
  },
  {
    "name": "HyDiff",
    "year": 2020,
    "author": [
      "Yannic Noller",
      "Corina S. Păsăreanu",
      "Marcel Böhme",
      "Youcheng Sun",
      "Hoang Lam Nguyen",
      "Lars Grunske"
    ],
    "title": "HyDiff: Hybrid Differential Software Analysis",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "targets": [
      "Side-channel"
    ],
    "toolurl": "https://github.com/yannicnoller/hydiff",
    "references": [
      "DifFuzz"
    ],
    "color": "greybox"
  },
  {
    "name": "HyPFuzz",
    "year": "2023",
    "targets": [
      "CPU"
    ],
    "color": "greybox",
    "author": [
      "Chen Chen",
      "Rahul Kande",
      "Nathan Nguyen",
      "Flemming Andersen",
      "Aakash Tyagi",
      "Ahmad-Reza Sadeghi",
      "Jeyavijayan Rajendran"
    ],
    "title": "HyPFuzz: Formal-Assisted Processor Fuzzing",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "TheHuzz"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/usenixsecurity23-chen-chen.pdf"
    ]
  },
  {
    "name": "HyperFuzzer",
    "year": 2021,
    "author": [
      "Xinyang Ge",
      "Ben Niu",
      "Rober Brotzman",
      "Yaohui Chen",
      "HyungSeok Han",
      "Patrice Godefroid",
      "Weidong Cui"
    ],
    "title": "HyperFuzzer: An Efficient Hybrid Fuzzer for Virtual CPUs",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "targets": [
      "Hypervisor"
    ],
    "references": [
      "AFL",
      "SAGE"
    ],
    "color": "whitebox"
  },
  {
    "name": "Hödur",
    "year": "2023",
    "targets": [
      "Firmware"
    ],
    "color": "greybox",
    "author": [
      "Tobias Scharnowski",
      "Simon Wörner",
      "Felix Buchmann",
      "Nils Bars"
    ],
    "toolurl": "https://github.com/fuzzware-fuzzer/hoedur",
    "title": "HOEDUR: Embedded Firmware Fuzzing using Multi-Stream Inputs",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "LibFuzzer"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/usenixsecurity23-scharnowski.pdf"
    ]
  },
  {
    "name": "ICSFuzz",
    "year": 2021,
    "author": [
      "Dimitrios Tychalas",
      "Hadjer Benkraouda",
      "Michail Maniatakos"
    ],
    "title": "ICSFuzz: Manipulating I/Os and Repurposing Binary Code to Enable Instrumented Fuzzing in ICS Control Applications",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www.usenix.org/system/files/sec21fall-tychalas.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "RVFuzzer",
      "FIRM-AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "IFIZZ",
    "year": 2021,
    "author": [
      "Penghui Li",
      "Yinxi Liu",
      "Wei Meng"
    ],
    "title": "IFIZZ: Deep-State and Efficient Fault-Scenario Generation to Test IoT Firmware",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "toolurl": "https://github.com/decentL/iFIZZ-ASE21",
    "miscurl": [
      "https://nesa.zju.edu.cn/download/liu_pdf_ifizz.pdf"
    ],
    "targets": [
      "IoT"
    ],
    "references": [
      "FIFUZZ",
      "T-Fuzz"
    ],
    "color": "greybox"
  },
  {
    "name": "IFuzzer",
    "year": 2016,
    "author": [
      "Spandan Veggalam",
      "Sanjay Rawat",
      "Istvan Haller",
      "Herbert Bos"
    ],
    "title": "IFuzzer: An Evolutionary Interpreter Fuzzer Using Genetic Programming",
    "booktitle": "Proceedings of the European Symposium on Research in Computer Security",
    "toolurl": "https://github.com/vspandan/IFuzzer",
    "targets": [
      "JavaScript"
    ],
    "references": [
      "LangFuzz"
    ],
    "color": "blackbox",
    "keywords": [
      "JavaScript"
    ]
  },
  {
    "name": "ILF",
    "year": 2019,
    "author": [
      "Jingxuan He",
      "Mislav Balunović",
      "Nodar Ambroladze",
      "Petar Tsankov",
      "Martin Vechev"
    ],
    "title": "Learning to Fuzz from Symbolic Execution with Application to Smart Contracts",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "miscurl": [
      "https://files.sri.inf.ethz.ch/website/papers/ccs19-ilf.pdf"
    ],
    "toolurl": "https://github.com/eth-sri/ilf",
    "targets": [
      "EVM"
    ],
    "references": [
      "Neuzz",
      "ContractFuzzer",
      "Learn&Fuzz"
    ],
    "color": "greybox"
  },
  {
    "name": "IMF",
    "year": 2017,
    "author": [
      "HyungSeok Han",
      "Sang Kil Cha"
    ],
    "title": "IMF: Inferred Model-based Fuzzer",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "toolurl": "https://github.com/SoftSec-KAIST/IMF",
    "miscurl": [
      "https://daramg.gift/paper/han-ccs2017.pdf"
    ],
    "targets": [
      "Kernel"
    ],
    "references": [
      "syzkaller"
    ],
    "color": "blackbox"
  },
  {
    "name": "IPEA-Fuzz",
    "year": "2024",
    "targets": [
      "Firmware"
    ],
    "color": "greybox",
    "references": [
      "AFL"
    ],
    "author": [
      "Jiameng Shi",
      "Wenqiang Li",
      "Wenwen Wang",
      "Le Guan"
    ],
    "toolurl": "https://github.com/MCUSec/IPEA",
    "miscurl": [
      "https://www.ndss-symposium.org/wp-content/uploads/2024-116-paper.pdf"
    ],
    "title": "Facilitating Non-Intrusive In-Vivo Firmware Testing with Stateless Instrumentation",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium"
  },
  {
    "name": "InputBlaster",
    "year": "2024",
    "targets": [
      "mobile app"
    ],
    "color": "blackbox",
    "references": [
      "APE"
    ],
    "author": [
      "Zhe Liu",
      "Chunyang Chen",
      "Junjie Wang",
      "Mengzhuo Chen",
      "Boyu Wu",
      "Zhilin Tian",
      "Yuekai Huang",
      "Jun Hu",
      "Qing Wang"
    ],
    "title": "Testing the Limits: Unusual Text Inputs Generation for Mobile App Crash Detection with Large Language Model",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "miscurl": [
      "https://arxiv.org/pdf/2310.15657"
    ],
    "keywords": [
      "app"
    ]
  },
  {
    "name": "Intender",
    "year": "2023",
    "targets": [
      "Network"
    ],
    "color": "blackbox",
    "references": [
      "DELTA"
    ],
    "author": [
      "Jiwon Kim",
      "Benjamin E. Ujcich",
      "Dave (Jing) Tian"
    ],
    "toolurl": "https://github.com/purseclab/intender",
    "title": "Intender: Fuzzing Intent-Based Networking with Intent-State Transition Guidance",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www.usenix.org/system/files/usenixsecurity23-kim-jiwon.pdf"
    ],
    "keywords": [
      "Intent-based networking"
    ]
  },
  {
    "name": "Intriguer",
    "year": 2019,
    "author": [
      "Mingi Cho",
      "Seoyoung Kim",
      "Taekyoung Kwon"
    ],
    "title": "Intriguer: Field-Level Constraint Solving for Hybrid Fuzzing",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "toolurl": "Intriguer: Field-Level Constraint Solving for Hybrid Fuzzing",
    "miscurl": [
      "https://wcventure.github.io/FuzzingPaper/Paper/CCS19_Intriguer.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "AFL",
      "QSYM"
    ],
    "color": "whitebox"
  },
  {
    "name": "IoTFuzzer",
    "year": 2018,
    "author": [
      "Jiongyi Chen",
      "Wenrui Diao",
      "Qingchuan Zhao",
      "Chaoshun Zuo",
      "Zhiqiang Lin",
      "XiaoFeng Wang",
      "Wing Cheong Lau",
      "Menghan Sun",
      "Ronghai Yang",
      "Kehuan Zhang"
    ],
    "title": "IoTFuzzer: Discovering Memory Corruptions in IoT Through App-based Fuzzing",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "miscurl": [
      "https://staff.ie.cuhk.edu.hk/~khzhang/my-papers/2018-ndss-iot.pdf"
    ],
    "targets": [
      "IoT"
    ],
    "references": [
      "BitFuzz",
      "TaintScope"
    ],
    "color": "blackbox"
  },
  {
    "name": "IvySyn",
    "year": "2023",
    "targets": [
      "API"
    ],
    "color": "blackbox",
    "references": [
      "FreeFuzz"
    ],
    "author": [
      "Neophytos Christou",
      "Di Jin",
      "Vaggelis Atlidakis",
      "Baishakhi Ray",
      "Vasileios P. Kemerlis"
    ],
    "toolurl": "https://gitlab.com/brown-ssl/ivysyn",
    "title": "IvySyn: Automated Vulnerability Discovery in Deep Learning Frameworks",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www.usenix.org/system/files/usenixsecurity23-christou.pdf"
    ]
  },
  {
    "name": "JIGSAW",
    "year": 2022,
    "targets": [
      "File"
    ],
    "color": "whitebox",
    "author": [
      "Ju Chen",
      "Jinghan Wang",
      "Chengyu Song",
      "Heng Yin"
    ],
    "toolurl": "https://github.com/R-Fuzz/jigsaw",
    "title": "JIGSAW: Efficient and Scalable Path Constraints Fuzzing",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "references": [
      "Angora"
    ],
    "miscurl": [
      "https://www.computer.org/csdl/proceedings-article/sp/2022/131600b531/1CIO7Am84aA"
    ]
  },
  {
    "name": "JITfuzz",
    "year": "2023",
    "targets": [
      "File"
    ],
    "color": "greybox",
    "author": [
      "Mingyuan Wu",
      "Minghai Lu",
      "Heming Cui",
      "Junjie Chen"
    ],
    "toolurl": "https://github.com/lochnagarr/JITFuzz",
    "title": "JITfuzz: Coverage-guided Fuzzing for JVM Just-in-Time Compilers",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "references": [
      "AFL++"
    ],
    "miscurl": [
      "https://lingming.cs.illinois.edu/publications/icse2023e.pdf"
    ],
    "keywords": [
      "JVM",
      "JIT compilers"
    ]
  },
  {
    "name": "JOpFuzzer",
    "year": "2023",
    "targets": [
      "File"
    ],
    "color": "greybox",
    "author": [
      "Haoxiang Jia",
      "Ming Wen",
      "Zifan Xie",
      "Xiaochen Guo",
      "Rongxin Wu",
      "Maolin Sun",
      "Kang Chen",
      "Hai Jin"
    ],
    "title": "Detecting JVM JIT Compiler Bugs via Exploring Two-Dimensional Input Spaces",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "references": [
      "classming"
    ],
    "miscurl": [
      "https://justinwm.github.io/paper/ICSE-JOpFuzzer-Checked.pdf"
    ],
    "keywords": [
      "JVM",
      "JIT compiler"
    ]
  },
  {
    "name": "JQF",
    "year": 2019,
    "author": [
      "Rohan Padhye",
      "Caroline Lemieux",
      "Koushik Sen"
    ],
    "title": "JQF: Coverage-Guided Property-Based Testing in Java",
    "booktitle": "Proceedings of the International Symposium on Software Testing and Analysis",
    "toolurl": "https://github.com/rohanpadhye/JQF",
    "miscurl": [
      "https://people.eecs.berkeley.edu/~rohanpadhye/files/jqf-issta19.pdf"
    ],
    "targets": [
      "Java"
    ],
    "references": [
      "Kelinci"
    ],
    "color": "greybox"
  },
  {
    "name": "Janus",
    "year": 2019,
    "author": [
      "Wen xu",
      "Hyungon Moon",
      "Sanidhya Kashyap",
      "Po-Ning Tseng",
      "Taesoo Kim"
    ],
    "title": "Fuzzing File Systems via Two-Dimensional Input Space Exploration",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "targets": [
      "Kernel"
    ],
    "miscurl": [
      "https://taesoo.kim/pubs/2019/xu:janus.pdf"
    ],
    "references": [
      "fsfuzzer",
      "kAFL"
    ],
    "color": "greybox"
  },
  {
    "name": "Jit-Picker",
    "year": 2022,
    "targets": [
      "JavaScript"
    ],
    "color": "greybox",
    "author": [
      "Lukas Bernhard",
      "Tobias Scharnowski",
      "Moritz Schloegel",
      "Tim Blazytko",
      "Thorsten Holz"
    ],
    "title": "Jit-Picking: Differential Fuzzing of JavaScript Engines",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "references": [
      "Fuzzilli"
    ],
    "miscurl": [
      "https://publications.cispa.saarland/3773/1/2022-CCS-JIT-Fuzzing.pdf"
    ]
  },
  {
    "name": "K-Scheduler",
    "year": 2022,
    "targets": [
      "File"
    ],
    "color": "greybox",
    "author": [
      "Dongdong She",
      "Abhishek Shah",
      "Suman Jana"
    ],
    "toolurl": "https://github.com/Dongdongshe/K-Scheduler",
    "title": "Effective Seed Scheduling for Fuzzing with Graph Centrality Analysis",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "https://www.computer.org/csdl/proceedings-article/sp/2022/131600b558/1CIO87fBXK8"
    ]
  },
  {
    "name": "KLEE",
    "year": 2008,
    "author": [
      "Cristian Cadar",
      "Daniel Dunbar",
      "Dawson Engler"
    ],
    "title": "KLEE: Unassisted and Automatic Generation of High-Coverage Tests for Complex Systems Programs",
    "booktitle": "Proceedings of the USENIX Symposium on Operating System Design and Implementation",
    "toolurl": "https://klee.github.io/",
    "targets": [
      "Argument",
      "File"
    ],
    "color": "whitebox"
  },
  {
    "name": "KameleonFuzz",
    "year": 2014,
    "author": [
      "Fabien Duchene",
      "Sanjay Rawat",
      "Jean-Luc Richier",
      "Roland Groz"
    ],
    "title": "KameleonFuzz: Evolutionary Fuzzing for Black-box XSS Detection",
    "booktitle": "Proceedings of the ACM Conference on Data and Application Security and Privacy",
    "miscurl": [
      "https://dl.acm.org/citation.cfm?id=2557550"
    ],
    "references": [
      "Doupé et al."
    ],
    "targets": [
      "Network"
    ],
    "color": "blackbox"
  },
  {
    "name": "Kelinci",
    "year": 2018,
    "author": [
      "Rody Kersten"
    ],
    "references": [
      "AFL"
    ],
    "toolurl": "https://github.com/isstac/kelinci",
    "targets": [
      "Java"
    ],
    "color": "greybox"
  },
  {
    "name": "KernelFuzzer",
    "year": 2016,
    "author": [
      "James Loureiro",
      "Georgi Geshev"
    ],
    "title": "Platform Agnostic Kernel Fuzzing",
    "booktitle": "Proceedings of DefCon",
    "toolurl": "https://github.com/FSecureLABS/KernelFuzzer",
    "miscurl": [
      "https://labs.f-secure.com/assets/BlogFiles/mwri-Platform-Agnostic-Kernel-Fuzzing-FINAL.pdf"
    ],
    "targets": [
      "Kernel"
    ],
    "color": "blackbox"
  },
  {
    "name": "KextFuzz",
    "year": "2023",
    "targets": [
      "Kernel"
    ],
    "color": "greybox",
    "references": [
      "syzkaller"
    ],
    "author": [
      "Tingting Yin",
      "Zicong Gao",
      "Zhenghang Xiao",
      "Zheyu Ma",
      "Min Zheng",
      "Chao Zhang"
    ],
    "toolurl": "https://github.com/vul337/KextFuzz",
    "title": "KextFuzz: Fuzzing macOS Kernel EXTensions on Apple Silicon via Exploiting Mitigations",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www.usenix.org/system/files/sec23fall-prepub-425-yin-tingting.pdf"
    ]
  },
  {
    "name": "KiF",
    "year": 2007,
    "author": [
      "Humberto J. Abdelnur",
      "Radu State",
      "Olivier Festor"
    ],
    "title": "KiF: A Stateful SIP Fuzzer",
    "booktitle": "Proceedings of the International Conference on Principles",
    "miscurl": [
      "https://hal.inria.fr/inria-00166947/document"
    ],
    "targets": [
      "Network"
    ],
    "references": [
      "SNOOZE"
    ],
    "color": "blackbox"
  },
  {
    "name": "Kitty",
    "year": 2016,
    "author": [
      "Binyamin Sharet"
    ],
    "title": "Hello Kitty",
    "booktitle": "Proceedings of BSides Knoxville",
    "toolurl": "https://github.com/cisco-sas/kitty",
    "miscurl": [
      "https://www.youtube.com/watch?v=EKqqQbxZmA4"
    ],
    "targets": [
      "Network"
    ],
    "references": [
      "Peach",
      "Sulley"
    ],
    "color": "blackbox"
  },
  {
    "name": "Krace",
    "year": 2020,
    "author": [
      "Meng Xu",
      "Sanidhya Kashyap",
      "Hanqing Zhao",
      "Taesoo Kim"
    ],
    "title": "KRACE: Data Race Fuzzing for Kernel File Systems",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "targets": [
      "Kernel"
    ],
    "references": [
      "Razzer"
    ],
    "color": "greybox"
  },
  {
    "name": "LABRADOR",
    "year": "2024",
    "targets": [
      "IoT"
    ],
    "color": "blackbox",
    "references": [
      "Snipuzz",
      "FIRM-AFL"
    ],
    "author": [
      "Hangtian Liu",
      "Shuitao Gan",
      "Chao Zhang",
      "Zicong Gao",
      "Hongqi Zhang",
      "Xiangzhi Wang",
      "Guangming Gao"
    ],
    "title": "LABRADOR: Response Guided Directed Fuzzing for Black-box IoT Devices",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "https://www.computer.org/csdl/proceedings-article/sp/2024/313000a127/1Ub23HQTJ1C"
    ],
    "keywords": [
      "IoT",
      "Response Guided",
      "Directed Fuzzing"
    ]
  },
  {
    "name": "LL-fuzzer",
    "year": 2015,
    "author": [
      "Chad Spensky"
    ],
    "toolurl": "https://github.com/mit-ll/LL-Fuzzer",
    "targets": [
      "Network"
    ],
    "references": [
      "Sulley"
    ],
    "color": "blackbox"
  },
  {
    "name": "LLMIF",
    "year": "2024",
    "targets": [
      "IoT"
    ],
    "color": "greybox",
    "references": [
      "ChatAFL"
    ],
    "author": [
      "Jincheng Wang",
      "Le Yu",
      "Xiapu Luo"
    ],
    "title": "LLMIF: Augmented Large Language Model for Fuzzing IoT Devices",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "https://www.computer.org/csdl/proceedings-article/sp/2024/313000a196/1WPcYnhN15u"
    ],
    "keywords": [
      "IoT",
      "LLM"
    ]
  },
  {
    "name": "LOKI",
    "year": "2023",
    "targets": [
      "Blockchain"
    ],
    "color": "greybox",
    "author": [
      "Fuchen Ma",
      "Yuanliang Chen,Meng Ren",
      "Yuanhang Zhou",
      "Yu Jiang",
      "Ting Chen",
      "Huizhong Li",
      "Jiaguang Sun"
    ],
    "toolurl": "https://github.com/ConsensusFuzz/LOKI",
    "title": "LOKI: State-Aware Fuzzing Framework for the Implementation of Blockchain Consensus Protocols",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "miscurl": [
      "https://www.ndss-symposium.org/wp-content/uploads/2023/02/ndss2023_f78_paper.pdf"
    ],
    "references": [
      "Fluffy"
    ]
  },
  {
    "name": "LTEFuzz",
    "year": 2019,
    "author": [
      "Hongil Kim",
      "Jiho Lee",
      "Eunkyu Lee",
      "Yongdae Kim"
    ],
    "title": "Touching the Untouchables: Dynamic Security Analysis of the LTE Control Plane",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "targets": [
      "LTE"
    ],
    "references": [
      "PROTOS"
    ],
    "color": "blackbox"
  },
  {
    "name": "LTL-Fuzzer",
    "year": 2022,
    "targets": [
      "File"
    ],
    "color": "greybox",
    "author": [
      "Ruijie Meng",
      "Zhen Dong",
      "Jialin Li",
      "Ivan Beschastnikh",
      "Abhik Roychoudhury"
    ],
    "toolurl": "https://github.com/ltlfuzzer/LTL-Fuzzer",
    "title": "Linear-time Temporal Logic guided Greybox Fuzzing",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "references": [
      "AFL",
      "AFLGo"
    ],
    "miscurl": [
      "https://arxiv.org/pdf/2109.02312.pdf"
    ]
  },
  {
    "name": "LZfuzz",
    "year": 2008,
    "author": [
      "Sergey Bratus",
      "Axel Hansen",
      "Anna Shubina"
    ],
    "title": "LZfuzz: a fast compression-based fuzzer for poorlydocumented protocols",
    "targets": [
      "File"
    ],
    "references": [
      "Sulley"
    ],
    "color": "blackbox"
  },
  {
    "name": "LangFuzz",
    "year": 2012,
    "author": [
      "Christian Holler",
      "Kim Herzig",
      "Andreas Zeller"
    ],
    "title": "Fuzzing with Code Fragments",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www.usenix.org/system/files/conference/usenixsecurity12/sec12-final73.pdf"
    ],
    "targets": [
      "JavaScript"
    ],
    "references": [
      "cross_fuzz",
      "jsfunfuzz"
    ],
    "color": "blackbox",
    "keywords": [
      "JavaScript"
    ]
  },
  {
    "name": "Learn&Fuzz",
    "year": 2017,
    "author": [
      "Patrice Godefroid",
      "Hila Peleg",
      "Rishabh Singh"
    ],
    "title": "Learn&Fuzz: Machine Learning for Input Fuzzing",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "targets": [
      "File"
    ],
    "references": [
      "SAGE"
    ],
    "color": "greybox"
  },
  {
    "name": "LibAFL",
    "year": 2022,
    "targets": [
      "File"
    ],
    "color": "greybox",
    "author": [
      "Andrea Fioraldi",
      "Dominik Maier",
      "Dongjia Zhang",
      "Davide Balzarotti"
    ],
    "toolurl": "https://github.com/AFLplusplus/LibAFL",
    "title": "LibAFL: A Framework to Build Modular and Reusable Fuzzers",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "references": [
      "AFL++"
    ],
    "miscurl": [
      "https://www.s3.eurecom.fr/docs/ccs22_fioraldi.pdf"
    ]
  },
  {
    "name": "LibFuzzer",
    "author": [],
    "year": 2015,
    "toolurl": "http://llvm.org/docs/LibFuzzer.html",
    "references": [
      "AFL"
    ],
    "targets": [
      "Lib"
    ],
    "color": "greybox"
  },
  {
    "name": "Luo et al.",
    "year": 2021,
    "author": [
      "Weisi Luo",
      "Dong Chai",
      "Xiaoyue Run",
      "Jiang Wang",
      "Chunrong Fang",
      "Zhenyu Chen"
    ],
    "title": "Graph-based Fuzz Testing for Deep Learning Inference Engines",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "toolurl": "https://github.com/gbftdlie/Graph-based-fuzz-testing",
    "miscurl": [
      "https://arxiv.org/pdf/2008.05933.pdf"
    ],
    "references": [
      "TensorFuzz"
    ],
    "targets": [
      "DL inference engine"
    ],
    "color": "greykbox"
  },
  {
    "name": "MAU",
    "year": "2024",
    "targets": [
      "EVM"
    ],
    "color": "greybox",
    "author": [
      "Weimin Chen",
      "Xiapu Luo",
      "Haipeng Cai",
      "Haoyu Wang"
    ],
    "title": "Towards Smart Contract Fuzzing on GPU",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "https://www.computer.org/csdl/proceedings-article/sp/2024/313000a195/1WPcYmDLzKo"
    ]
  },
  {
    "name": "MC2",
    "year": "2022",
    "targets": [
      "File"
    ],
    "color": "greybox",
    "author": [
      "Abhishek Shah",
      "Dongdong She",
      "Samanway Sadhu",
      "Krish Singal",
      "Peter Coffman",
      "Suman Jana"
    ],
    "toolurl": "https://hub.docker.com/r/abhishekshah212/mc2",
    "title": "MC2: Rigorous and Efficient Directed Greybox Fuzzing",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "references": [
      "AFLGo",
      "ParmeSan"
    ],
    "miscurl": [
      "https://arxiv.org/pdf/2208.14530.pdf"
    ]
  },
  {
    "name": "MCFuzz",
    "year": 2019,
    "author": [
      "Chengyu Zhang",
      "Ting Su",
      "Yichen Yan",
      "Fuyuan Zhang",
      "Geguang Pu",
      "Zhendong Su"
    ],
    "title": "Finding and Understanding Bugs in Software Model Checkers",
    "booktitle": "Proceedings of the International Symposium on Foundations of Software Engineering",
    "miscurl": [
      "https://tingsu.github.io/files/fse19-MCFuzz.pdf"
    ],
    "targets": [
      "Model checker"
    ],
    "color": "greybox"
  },
  {
    "name": "MDPERFFUZZ",
    "year": 2021,
    "author": [
      "Penghui Li",
      "Yinxi Liu",
      "Wei Meng"
    ],
    "title": "Understanding and Detecting Performance Bugs in Markdown Compilers",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "toolurl": "https://github.com/cuhk-seclab/mdperffuzz",
    "miscurl": [
      "https://appsrv.cse.cuhk.edu.hk/~phli/paper/ase21_mdperffuzz.pdf"
    ],
    "targets": [
      "Markdown"
    ],
    "references": [
      "AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "MINER",
    "year": "2023",
    "targets": [
      "API"
    ],
    "color": "blackbox",
    "references": [
      "RESTler"
    ],
    "author": [
      "Chenyang Lyu",
      "Jiacheng Xu",
      "Shouling Ji",
      "Xuhong Zhang",
      "Qinying Wang",
      "Binbin Zhao",
      "Gaoning Pan",
      "Wei Cao",
      "Peng Chen",
      "Raheem Beyah"
    ],
    "toolurl": "https://github.com/puppet-meteor/MINER",
    "title": "MINER: A Hybrid Data-Driven Approach for REST API Fuzzing",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www.usenix.org/system/files/sec23fall-prepub-129-lyu.pdf"
    ]
  },
  {
    "name": "MLIRSmith",
    "year": "2023",
    "targets": [
      "File"
    ],
    "color": "blackbox",
    "references": [
      "CSmith"
    ],
    "author": [
      "Haoyu Wang",
      "Junjie Chen",
      "Chuyue Xie",
      "Shuang Liu",
      "Zan Wang",
      "Qingchao Shen",
      "Yingquan Zhao"
    ],
    "toolurl": "https://github.com/Colloportus0/MLIRSmith",
    "title": "MLIRSmith: Random Program Generation for Fuzzing MLIR Compiler Infrastructure",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "keywords": [
      "MLIR"
    ]
  },
  {
    "name": "MOCK",
    "year": "2024",
    "targets": [
      "Kernel"
    ],
    "color": "greybox",
    "references": [
      "syzkaller"
    ],
    "author": [
      "Jiacheng Xu",
      "Xuhong Zhang",
      "Shouling Ji",
      "Yuan Tian",
      "Binbin Zhao",
      "Qinying Wang",
      "Peng Cheng",
      "Jiming Chen"
    ],
    "toolurl": "https://github.com/m0ck1ng/mock",
    "title": "MOCK: Optimizing Kernel Fuzzing Mutation with Context-aware Dependency",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "miscurl": [
      "https://www.ndss-symposium.org/wp-content/uploads/2024-131-paper.pdf"
    ],
    "keywords": [
      "Kernel Fuzzing"
    ]
  },
  {
    "name": "MOPT",
    "year": 2019,
    "author": [
      "Chenyang Lyu",
      "Shouling Ji",
      "Chao Zhang",
      "Yuwei Li",
      "Wei-Han Lee",
      "Yu Song",
      "Raheem Beyah"
    ],
    "title": "MOPT: Optimized Mutation Scheduling for Fuzzers",
    "booktitle": "Proceedings of the USENIX Annual Technical Conference",
    "toolurl": "https://github.com/puppet-meteor/MOpt-AFL",
    "miscurl": [
      "https://www.usenix.org/system/files/sec19-lyu.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "MTFuzz",
    "year": 2020,
    "author": [
      "Dongdong She",
      "Rahul Krishna",
      "Lu Yan",
      "Suman Jana",
      "Baishakhi Ray"
    ],
    "title": "MTFuzz: Fuzzing with a Multi-task Neural Network",
    "booktitle": "Proceedings of the International Symposium on Foundations of Software Engineering",
    "toolurl": "https://github.com/llvm/llvm-project/commit/e2e38fca64e49d684de0b100437fe2f227f8fcdd",
    "miscurl": [
      "https://arxiv.org/pdf/2005.12392.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "Neuzz"
    ],
    "color": "greybox"
  },
  {
    "name": "MagicFuzzer",
    "year": 2012,
    "author": [
      "Yan Cai",
      "W.K. Chan"
    ],
    "title": "MagicFuzzer: Scalable Deadlock Detection for Large-Scale Applications",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "toolurl": "http://lcs.ios.ac.cn/~yancai/magicfuzzer/",
    "targets": [
      "Concurrency"
    ],
    "references": [
      "DeadlockFuzzer"
    ],
    "color": "greybox"
  },
  {
    "name": "Mahmood et al.",
    "year": 2012,
    "author": [
      "Riyadh Mahmood",
      "Naeem Esfahani",
      "Thabet Kacem",
      "Nariman Mirzaei",
      "Sam Malek",
      "Angelos Stavrou"
    ],
    "title": "A whitebox approach for automated security testing of android applications on the cloud",
    "booktitle": "Proceedings of the International Workshop on Automation of Software Test",
    "miscurl": [
      "https://ieeexplore.ieee.org/document/6228986"
    ],
    "references": [
      "SAGE"
    ],
    "targets": [
      "Lib"
    ],
    "color": "whitebox"
  },
  {
    "name": "Mallory",
    "year": "2023",
    "targets": [
      "Distributed System"
    ],
    "color": "greybox",
    "references": [
      "AFL"
    ],
    "author": [
      "Ruijie Meng",
      "George Pîrlea",
      "Abhik Roychoudhury",
      "Ilya Sergey"
    ],
    "toolurl": "https://github.com/dsfuzz/mallory",
    "title": "Greybox Fuzzing of Distributed Systems",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "miscurl": [
      "https://dl.acm.org/doi/pdf/10.1145/3576915.3623097"
    ]
  },
  {
    "name": "Mamba",
    "year": 2012,
    "author": [
      "Roger Lee Seagle Jr."
    ],
    "title": "A Framework for File Format Fuzzing with Genetic Algorithms",
    "toolurl": "https://github.com/rogwfu/mamba",
    "targets": [
      "File"
    ],
    "references": [
      "EFS",
      "Sulley"
    ],
    "miscurl": [
      "http://trace.tennessee.edu/cgi/viewcontent.cgi?article=2402&context=utk_graddiss"
    ],
    "color": "greybox"
  },
  {
    "name": "Matryoshka",
    "year": 2019,
    "author": [
      "Peng Chen",
      "Jianzhong Liu",
      "Hao Chen"
    ],
    "title": "Matryoshka: Fuzzing Deeply Nested Branches",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "miscurl": [
      "https://kms.shanghaitech.edu.cn/bitstream/2MSLDSTB/104875/1/10.1145%403319535.3363225.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "Angora",
      "SLF"
    ],
    "color": "greybox"
  },
  {
    "name": "Melkor",
    "year": 2014,
    "author": [
      "Alejandro Hernández"
    ],
    "toolurl": "https://github.com/IOActive/Melkor_ELF_Fuzzer",
    "miscurl": [
      "https://ioactive.com/wp-content/uploads/2018/05/IOActive_ELF_Parsing_with_Melkor-1.pdf"
    ],
    "targets": [
      "File"
    ],
    "color": "blackbox"
  },
  {
    "name": "MemLock",
    "year": 2020,
    "author": [
      "Cheng Wen",
      "Haijun Wang",
      "Yuekang Li",
      "Shengchao Qin",
      "Yang Liu",
      "Zhiwu Xu",
      "Hongxu Chen",
      "Xiaofei Xie",
      "Geguang Pu",
      "Ting Liu"
    ],
    "title": "MemLock: Memory Usage Guided Fuzzing",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "targets": [
      "File"
    ],
    "references": [
      "SlowFuzz",
      "AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "Metamong",
    "year": 2023,
    "targets": [
      "Web"
    ],
    "color": "blackbox",
    "author": [
      "Suhwan Song",
      "Byoungyoung Lee"
    ],
    "toolurl": "https://figshare.com/s/d3c228e614672f9aa811",
    "title": "Metamong: Detecting Render-Update Bugs in Web Browsers through Fuzzing",
    "booktitle": "Proceedings of the International Symposium on Foundations of Software Engineering",
    "references": [
      "Domato"
    ],
    "miscurl": [
      "https://dl.acm.org/doi/pdf/10.1145/3611643.3616336"
    ]
  },
  {
    "name": "Miller et al.",
    "year": 1990,
    "author": [
      "Barton P. Miller",
      "Louis Fredriksen",
      "Bryan So"
    ],
    "title": "An Empirical Study of the Reliability of UNIX Utilities",
    "journal": "Communications of the ACM",
    "volume": "33",
    "number": "12",
    "targets": [
      "File"
    ],
    "color": "blackbox"
  },
  {
    "name": "Minerva",
    "year": "2022",
    "targets": [
      "API"
    ],
    "color": "greybox",
    "author": [
      "Chijin Zhou",
      "Quan Zhang",
      "Mingzhe Wang",
      "Lihua Guo",
      "Jie Liang",
      "Zhe Liu",
      "Mathias Payer",
      "Yu Jiang"
    ],
    "toolurl": "https://github.com/ChijinZ/Minerva",
    "title": "Minerva: Browser API Fuzzing with Dynamic Mod-Ref Analysis",
    "booktitle": "Proceedings of the International Symposium on Foundations of Software Engineering",
    "references": [
      "Domato"
    ],
    "miscurl": [
      "https://nebelwelt.net/files/22FSE.pdf"
    ]
  },
  {
    "name": "Minifuzz",
    "year": 2011,
    "author": [
      "Jeremy Dallman",
      "Georgeo Pulikkathara"
    ],
    "miscurl": [
      "https://msdn.microsoft.com/en-us/biztalk/gg675011"
    ],
    "targets": [
      "File"
    ],
    "color": "blackbox"
  },
  {
    "name": "MirageFuzz",
    "year": "2023",
    "targets": [
      "File"
    ],
    "color": "greybox",
    "references": [
      "AFL"
    ],
    "author": [
      "Mingyuan Wu",
      "Kunqiu Chen",
      "Qi Luo",
      "Jiahong Xiang",
      "Ji Qi",
      "Junjie Chen",
      "Heming Cui",
      "Yuqun Zhang"
    ],
    "toolurl": "https://github.com/WorldExecute/fuzzer",
    "title": "Enhancing Coverage-Guided Fuzzing via Phantom Program",
    "booktitle": "Proceedings of the International Symposium on Foundations of Software Engineering",
    "miscurl": [
      "https://shadowmydx.github.io/papers/fse2023a.pdf"
    ]
  },
  {
    "name": "MoFuzz",
    "year": 2020,
    "author": [
      "Hoang Lam Nguyen",
      "Nebras Nassar",
      "Timo Kehrer",
      "Lars Grunske"
    ],
    "title": "MoFuzz: A Fuzzer Suite for Testing Model-Driven Software Engineering Tools",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "toolurl": "https://github.com/hub-se/MoFuzz",
    "miscurl": [
      "https://doi.org/10.18420/SE2021_29",
      "https://github.com/rohanpadhye/jqf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "JQF"
    ],
    "color": "greybox"
  },
  {
    "name": "MoWF",
    "year": 2016,
    "author": [
      "Van-Thuan Pham",
      "Marcel Böhme",
      "Abhik Roychoudhury"
    ],
    "title": "Model-Based Whitebox Fuzzing for Program Binaries",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "miscurl": [
      "https://thuanpv.github.io/publications/ASE16.pdf",
      "https://thuanpv.github.io/publications/MoWF_ASE2016.pdf"
    ],
    "references": [
      "Driller"
    ],
    "targets": [
      "File"
    ],
    "color": "whitebox"
  },
  {
    "name": "MobFuzz",
    "year": 2022,
    "author": [
      "Gen Zhang",
      "Pengfei Wang",
      "Tai Yue",
      "Xiangdong Kong",
      "Shan Huang",
      "Xu Zhou",
      "Kai Lu"
    ],
    "title": "MobFuzz: Adaptive Multi-objective Optimization in Gray-box Fuzzing",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "targets": [
      "File"
    ],
    "miscurl": [
      "https://www.ndss-symposium.org/wp-content/uploads/2022-314-paper.pdf"
    ],
    "references": [
      "AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "Montage",
    "year": 2020,
    "author": [
      "Suyoung Lee",
      "HyungSeok Han",
      "Sang Kil Cha",
      "Sooel Son"
    ],
    "title": "Montage: A Neural Network Language Model-Guided JavaScript Engine Fuzzer",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www.usenix.org/system/files/sec20summer_lee-suyoung_prepub_0.pdf"
    ],
    "targets": [
      "JavaScript"
    ],
    "references": [
      "CodeAlchemist"
    ],
    "color": "blackbox"
  },
  {
    "name": "MorFuzz",
    "year": "2023",
    "targets": [
      "CPU"
    ],
    "color": "greybox",
    "references": [
      "DifuzzRTL"
    ],
    "author": [
      "Jinyan Xu",
      "Yiyuan Liu",
      "Sirui He",
      "Haoran Lin",
      "Yajin Zhou",
      "Cong Wang"
    ],
    "toolurl": "https://github.com/sycuricon/MorFuzz",
    "title": "MorFuzz: Fuzzing Processor via Runtime Instruction Morphing enhanced Synchronizable Co-simulation",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www.usenix.org/system/files/usenixsecurity23-xu-jinyan.pdf"
    ]
  },
  {
    "name": "Morphuzz",
    "year": 2022,
    "targets": [
      "Hypervisor"
    ],
    "color": "greybox",
    "author": [
      "Alexander Bulekov",
      "Bandan Das",
      "Stefan Hajnoczi",
      "Manuel Egele"
    ],
    "toolurl": "https://doi.org/10.5281/zenodo.5664344",
    "title": "Morphuzz: Bending (Input) Space to Fuzz Virtual Devices",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "LibFuzzer"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/sec22-bulekov.pdf"
    ]
  },
  {
    "name": "MundoFuzz",
    "year": 2022,
    "targets": [
      "Hypervisor"
    ],
    "color": "greybox",
    "author": [
      "Cheolwoo Myung",
      "Gwangmu Lee",
      "Byoungyoung Lee"
    ],
    "title": "MundoFuzz: Hypervisor Fuzzing with Statistical Coverage Testing and Grammar Inference",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "AFL"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/sec22-myung.pdf"
    ]
  },
  {
    "name": "MutaGen",
    "year": 2015,
    "author": [
      "Ulf Kargén",
      "Nahid Shahmehri"
    ],
    "title": "Turning Programs Against Each Other: High Coverage Fuzz-testing Using Binary-code Mutation and Dynamic Slicing",
    "booktitle": "Proceedings of the International Symposium on Foundations of Software Engineering",
    "miscurl": [
      "https://www.ida.liu.se/~ulfka17/papers/FSE2015.pdf"
    ],
    "references": [
      "CSmith",
      "TaintScope"
    ],
    "targets": [
      "File"
    ],
    "color": "whitebox"
  },
  {
    "name": "Muzz",
    "year": 2020,
    "author": [
      "Hongxu Chen",
      "Shengjian Guo",
      "Yinxing Xue",
      "Yulei Sui",
      "Cen Zhang",
      "Yuekang Li",
      "Haijun Wang",
      "Yang Liu"
    ],
    "title": "MUZZ: Thread-aware Grey-box Fuzzing for Effective Bug Hunting in Multithreaded Programs",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www.usenix.org/system/files/sec20-chen-hongxu.pdf"
    ],
    "references": [
      "AFL",
      "Razzer"
    ],
    "targets": [
      "Concurrency"
    ],
    "color": "greybox"
  },
  {
    "name": "NAUTILUS",
    "year": "2023",
    "targets": [
      "API"
    ],
    "color": "blackbox",
    "references": [
      "RESTler"
    ],
    "author": [
      "Gelei Deng",
      "Zhiyi Zhang",
      "Yuekang Li",
      "Yi Liu",
      "Tianwei Zhang",
      "Yang Liu",
      "Guo Yu",
      "Dongjin Wang"
    ],
    "toolurl": "https://sites.google.com/view/nautilus-testing",
    "title": "Nautilus: Automated RESTful API Vulnerability Detection",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www.usenix.org/system/files/usenixsecurity23-deng-gelei.pdf"
    ]
  },
  {
    "name": "NTFuzz",
    "year": 2021,
    "author": [
      "Jaeseung Choi",
      "Kangsu Kim",
      "Daejin Lee",
      "Sang Kil Cha"
    ],
    "title": "NTFUZZ: Enabling Type-Aware Kernel Fuzzing on Windows with Static Binary Analysis",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "https://softsec.kaist.ac.kr/~jschoi/data/oakland2021.pdf"
    ],
    "targets": [
      "Kernel"
    ],
    "references": [
      "IMF"
    ],
    "color": "greybox"
  },
  {
    "name": "NablaFuzz",
    "year": "2023",
    "targets": [
      "API"
    ],
    "color": "greybox",
    "author": [
      "Chenyuan Yang",
      "Yinlin Deng",
      "Jiayi Yao",
      "Yuxing Tu",
      "Hanchi Li",
      "Lingming Zhang"
    ],
    "toolurl": "https://github.com/ise-uiuc/NablaFuzz",
    "title": "Fuzzing Automatic Differentiation in Deep-Learning Libraries",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "references": [
      "FreeFuzz"
    ],
    "miscurl": [
      "https://yangchenyuan.github.io/files/ICSE23-NablaFuzz.pdf"
    ]
  },
  {
    "name": "Narada",
    "year": 2015,
    "author": [
      "Malavika Samak",
      "Murali Krishna Ramanathan",
      "Suresh Jagannathan"
    ],
    "title": "Synthesizing Racy Tests",
    "booktitle": "Proceedings of the ACM Conference on Programming Language Design and Implementation",
    "references": [
      "RaceFuzzer"
    ],
    "targets": [
      "Concurrency"
    ],
    "color": "whitebox"
  },
  {
    "name": "NaturalFuzz",
    "year": "2023",
    "targets": [
      "DISC (Data-Intensive Scalable Computing) Systems"
    ],
    "color": "greybox",
    "references": [
      "BigFuzz"
    ],
    "author": [
      "Ahmad Humayun",
      "Yaoxuan Wu",
      "Miryung Kim",
      "Muhammad Ali Gulzar"
    ],
    "toolurl": "https://github.com/SEED-VT/NaturalFuzz",
    "title": "NaturalFuzz: Natural Input Generation for Big Data Analytics",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "miscurl": [
      "https://rohan.padhye.org/files/bigfuzz-ase20.pdf"
    ]
  },
  {
    "name": "Nautilus",
    "year": 2019,
    "author": [
      "Cornelius Aschermann",
      "Tommaso Frassetto",
      "Thorsten Holz",
      "Patrick Jauernig",
      "Ahmad-Reza Sadeghi",
      "Daniel Teuchert"
    ],
    "title": "Nautilus: Fishing for Deep Bugs with Grammars",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "toolurl": "https://github.com/nautilus-fuzz/nautilus",
    "miscurl": [
      "https://www.syssec.ruhr-uni-bochum.de/media/emma/veroeffentlichungen/2018/12/17/NDSS19-Nautilus.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "Nduja",
    "year": 2012,
    "author": [
      "Rosario Valotta"
    ],
    "title": "Taking Browsers Fuzzing To The Next (DOM) Level",
    "booktitle": "Proceedings of the DeepSec",
    "targets": [
      "File"
    ],
    "references": [
      "cross_fuzz"
    ],
    "color": "blackbox"
  },
  {
    "name": "NestFuzz",
    "year": "2023",
    "targets": [
      "File"
    ],
    "color": "greybox",
    "references": [
      "AFL"
    ],
    "author": [
      "Peng Deng",
      "Zhemin Yang",
      "Lei Zhang",
      "Guangliang Yang",
      "Wenzheng Hong",
      "Yuan Zhang",
      "Min Yang"
    ],
    "toolurl": "https://github.com/fdu-sec/NestFuzz",
    "title": "NestFuzz: Enhancing Fuzzing with Comprehensive Understanding of Input Processing Logic",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "miscurl": [
      "https://dl.acm.org/doi/pdf/10.1145/3576915.3623103"
    ]
  },
  {
    "name": "NeuralFuzzer",
    "year": 2016,
    "author": [
      "CIFASIS"
    ],
    "toolurl": "https://github.com/CIFASIS/neural-fuzzer",
    "references": [
      "QuickFuzz"
    ],
    "targets": [
      "File"
    ],
    "color": "blackbox"
  },
  {
    "name": "Neutaint",
    "year": 2020,
    "author": [
      "Dongdong She",
      "Yizheng Chen",
      "Abhishek Shah",
      "Baishakhi Ray",
      "Suman Jana"
    ],
    "title": "Neutaint: Efficient Dynamic Taint Analysis with Neural Networks",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "https://www.cs.columbia.edu/~ass/publication/neutaint/"
    ],
    "targets": [
      "File"
    ],
    "color": "whitebox"
  },
  {
    "name": "Neuzz",
    "year": 2019,
    "author": [
      "Dongdong She",
      "Kexin Pei",
      "Dave Epstein",
      "Junfeng Yang",
      "Baishakhi Ray",
      "Suman Jana"
    ],
    "title": "Neuzz: Efficient Fuzzing with Neural Program Smoothing",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "toolurl": "https://github.com/Dongdongshe/neuzz",
    "targets": [
      "File"
    ],
    "references": [
      "AFL",
      "Learn&Fuzz"
    ],
    "color": "greybox"
  },
  {
    "name": "Neuzz++",
    "year": 2023,
    "targets": [
      "File"
    ],
    "color": "greybox",
    "author": [
      "Maria-Irina Nicolae",
      "Max Eisele",
      "Andreas Zeller"
    ],
    "toolurl": "https://github.com/boschresearch/neuzzplusplus",
    "title": "Revisiting Neural Program Smoothing for Fuzzing",
    "booktitle": "Proceedings of the International Symposium on Foundations of Software Engineering",
    "references": [
      "Neuzz",
      "AFL++"
    ],
    "miscurl": [
      "https://dl.acm.org/doi/pdf/10.1145/3611643.3616308"
    ]
  },
  {
    "name": "Nightmare",
    "year": 2014,
    "author": [
      "Joxean Koret"
    ],
    "toolurl": "https://github.com/joxeankoret/nightmare",
    "targets": [
      "File"
    ],
    "references": [
      "radamsa"
    ],
    "color": "greybox"
  },
  {
    "name": "Nyx",
    "year": 2021,
    "author": [
      "Sergej Schumilo",
      "Cornelius Aschermann",
      "Ali Abbasi",
      "Simon Wörner",
      "Thorsten Holz"
    ],
    "title": "NYX: Greybox Hypervisor Fuzzing using Fast Snapshots and Affine Types",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "toolurl": "https://github.com/RUB-SysSec/nyx",
    "miscurl": [
      "https://www.usenix.org/system/files/sec21summer_schumilo.pdf"
    ],
    "targets": [
      "Hypervisor"
    ],
    "references": [
      "HYPER-CUBE",
      "kAFL"
    ],
    "color": "greybox"
  },
  {
    "name": "OddFuzz",
    "year": "2023",
    "targets": [
      "File"
    ],
    "color": "greybox",
    "author": [
      "Sicong Cao",
      "Biao He",
      "Xiaobing Sun",
      "Yu Ouyang",
      "Chao Zhang",
      "Xiaoxue Wu",
      "Ting Su",
      "Lili Bo",
      "Bin Li",
      "Chuanlei Ma",
      "Jiajia Li",
      "Tao Wei"
    ],
    "toolurl": "https://github.com/ODDFuzz/ODDFuzz",
    "title": "ODDFUZZ: Discovering Java Deserialization Vulnerabilities via Structure-Aware Directed Greybox Fuzzing",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "references": [
      "AFLGo"
    ],
    "miscurl": [
      "https://arxiv.org/pdf/2304.04233.pdf"
    ],
    "keywords": [
      "Java",
      "Deserialization"
    ]
  },
  {
    "name": "PATA",
    "year": 2022,
    "targets": [
      "File"
    ],
    "color": "greybox",
    "author": [
      "Jie Liang",
      "Mingzhe Wang",
      "Chijin Zhou",
      "Zhiyong Wu",
      "Yu Jiang",
      "Jianzhong Liu",
      "Zhe Liu",
      "Jiaguang Sun"
    ],
    "toolurl": "https://github.com/PATA-FUZZ/pata",
    "title": "PATA: Fuzzing with Path Aware Taint Analysis",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "https://www.computer.org/csdl/proceedings-article/sp/2022/131600a154/1wKCe9rJFfi"
    ]
  },
  {
    "name": "PBFDroid",
    "year": 2023,
    "targets": [
      "UI"
    ],
    "color": "blackbox",
    "author": [
      "Jingling Sun",
      "Ting Su",
      "Jiayi Jiang",
      "Jue Wang",
      "Geguang Pu",
      "Zhendong Su"
    ],
    "toolurl": "https://github.com/property-based-fuzzing/home",
    "title": "Property-Based Fuzzing for Finding Data Manipulation Errors in Android Apps",
    "booktitle": "Proceedings of the International Symposium on Foundations of Software Engineering",
    "references": [
      "JQF",
      "APE"
    ],
    "miscurl": [
      "https://dl.acm.org/doi/pdf/10.1145/3611643.3616286"
    ]
  },
  {
    "name": "PDGF",
    "year": "2024",
    "targets": [
      "File"
    ],
    "color": "greybox",
    "references": [
      "AFL"
    ],
    "author": [
      "Yujian Zhang",
      "Yaokun Liu",
      "Jinyu Xu",
      "Yanhao Wang"
    ],
    "toolurl": "https://github.com/SEU-SSL/PDGF",
    "title": "Predecessor-aware Directed Greybox Fuzzing",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "https://www.computer.org/csdl/proceedings-article/sp/2024/313000a040/1RjEaeMELbq"
    ]
  },
  {
    "name": "PGFUZZ",
    "year": 2021,
    "author": [
      "Hyungsub Kim",
      "Muslum Ozgur Ozmen",
      "Antonio Bianchi",
      "Z. Berkay Celik",
      "Dongyan Xu"
    ],
    "title": "PGFUZZ: Policy-Guided Fuzzing for Robotic Vehicles",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "toolurl": "https://github.com/purseclab/PGFUZZ",
    "miscurl": [
      "https://www.ndss-symposium.org/wp-content/uploads/ndss2021_6A-1_24096_paper.pdf"
    ],
    "targets": [
      "Robot Vehicle"
    ],
    "references": [
      "RVFuzzer"
    ],
    "color": "greybox"
  },
  {
    "name": "PROTOS",
    "year": 2001,
    "author": [
      "Rauli Kaksonen",
      "Marko Laakso",
      "Ari Takanen"
    ],
    "title": "Software Security Assessment through Specification Mutations and Fault Injection",
    "booktitle": "Proceedings of the IFIP TC 6/TC 11 International Conference on Communications and Multimedia Security",
    "targets": [
      "Network"
    ],
    "color": "blackbox"
  },
  {
    "name": "PULSAR",
    "year": 2015,
    "author": [
      "Hugo Gascon",
      "Christian Wressnegger",
      "Fabian Yamaguchi",
      "Daniel Arp",
      "Konrad Rieck"
    ],
    "title": "PULSAR: Stateful Black-Box Fuzzing of Proprietary Network Protocols",
    "booktitle": "Proceedings of the International Conference on Security and Privacy in Communication Systems",
    "toolurl": "https://github.com/hgascon/pulsar",
    "miscurl": [
      "http://user.cs.uni-goettingen.de/~krieck/docs/2015-securecomm.pdf"
    ],
    "targets": [
      "Network"
    ],
    "references": [
      "TFuzz"
    ],
    "color": "blackbox"
  },
  {
    "name": "Pangolin",
    "year": 2020,
    "author": [
      "Heqing Huang",
      "Peisen Yao",
      "Rongxin Wu",
      "Qingkai Shi",
      "Charles Zhang"
    ],
    "title": "Pangolin: Incremental Hybrid Fuzzing with Polyhedral Path Abstraction",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "https://qingkaishi.github.io/public_pdfs/SP2020.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "AFL",
      "QSYM"
    ],
    "color": "greybox"
  },
  {
    "name": "ParmeSan",
    "year": 2020,
    "author": [
      "Sebastian Österlund",
      "Kaveh Razavi",
      "Herbert Bos",
      "Cristiano Giuffrida"
    ],
    "title": "ParmeSan: Sanitizer-guided Greybox Fuzzing",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "toolurl": "https://github.com/vusec/parmesan",
    "miscurl": [
      "https://www.usenix.org/system/files/sec20fall_osterlund_prepub.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "AFLGo",
      "Angora"
    ],
    "color": "greybox"
  },
  {
    "name": "PartEmu",
    "year": "2020",
    "targets": [
      "File"
    ],
    "color": "greybox",
    "author": [
      "Lee Harrison",
      "Hayawardh Vijayakumar",
      "Rohan Padhye",
      "Koushik Sen",
      "Michael Grace"
    ],
    "title": "PARTEMU: Enabling Dynamic Analysis of Real-World TrustZone Software Using Emulation",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "TriforceAFL"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/sec20-harrison.pdf"
    ],
    "keywords": [
      "TrustZone",
      "TEE"
    ]
  },
  {
    "name": "Peach",
    "year": 2004,
    "author": [
      "Michael Eddington"
    ],
    "toolurl": "https://www.peach.tech",
    "targets": [
      "File",
      "Network"
    ],
    "color": "blackbox"
  },
  {
    "name": "PeriScope",
    "year": 2019,
    "title": "PeriScope: An Effective Probing and Fuzzing Framework for the Hardware-OS Boundary",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "toolurl": "https://github.com/securesystemslab/periscope",
    "miscurl": [
      "https://sites.cs.ucsb.edu/~cspensky/pdfs/ndss2019_04A-1_Song_paper.pdf"
    ],
    "targets": [
      "Kernel"
    ],
    "references": [
      "AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "PhyFu",
    "year": "2023",
    "targets": [
      "Physics Simulation Engine (PSE)"
    ],
    "color": "blackbox",
    "references": [
      "AFL"
    ],
    "author": [
      "Dongwei Xiao",
      "Zhibo Liu",
      "Shuai Wang"
    ],
    "toolurl": "https://github.com/PhyFuzz/phyfu",
    "title": "PHYFU: Fuzzing Modern Physics Simulation Engines",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "miscurl": [
      "https://arxiv.org/pdf/2307.10818.pdf"
    ],
    "keywords": [
      "PSE"
    ]
  },
  {
    "name": "PolyFuzz",
    "year": 2023,
    "targets": [
      "File"
    ],
    "color": "greybox",
    "author": [
      "Wen Li",
      "Jinyang Ruan",
      "Guangbei Yi",
      "Long Cheng",
      "Xiapu Luo",
      "Haipeng Cai"
    ],
    "toolurl": "https://figshare.com/s/8ba4650e3248197fd756",
    "title": "PolyFuzz: Holistic Greybox Fuzzing of Multi-Language Systems",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "AFL++"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/usenixsecurity23-li-wen.pdf"
    ]
  },
  {
    "name": "PolyGlot",
    "year": 2021,
    "author": [
      "Yongheng Chen",
      "Rui Zhong",
      "Hong Hu",
      "Hangfan Zhang",
      "Yupeng Yang",
      "Dinghao Wu",
      "Wenke Lee"
    ],
    "title": "One Engine to Fuzz 'em All: Generic Language Processor Testing with Semantic Validation",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "https://faculty.ist.psu.edu/wu/papers/polyglot.pdf"
    ],
    "targets": [
      "File"
    ],
    "toolurl": "https://github.com/s3team/Polyglot",
    "references": [
      "CSmith",
      "Die"
    ],
    "color": "greybox"
  },
  {
    "name": "PreFuzz",
    "year": 2022,
    "targets": [
      "File"
    ],
    "color": "greybox",
    "author": [
      "Mingyuan Wu",
      "Ling Jiang",
      "Jiahong Xiang",
      "Yuqun Zhang",
      "Guowei Yang",
      "Huixin Ma",
      "Sen Nie",
      "Shi Wu",
      "Heming Cui",
      "Lingming Zhang"
    ],
    "toolurl": "https://github.com/PoShaung/program-smoothing-fuzzing",
    "title": "Evaluating and Improving Neural Program-Smoothing-based Fuzzing",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "references": [
      "Neuzz",
      "MTFuzz"
    ],
    "miscurl": [
      "http://zhangyuqun.com/publications/icse2022a.pdf"
    ]
  },
  {
    "name": "Predictive Context-sensitive Fuzzing",
    "year": "2024",
    "targets": [
      "File"
    ],
    "color": "greybox",
    "references": [
      "Angora",
      "AFL++"
    ],
    "author": [
      "Pietro Borrello",
      "Andrea Fioraldi",
      "Daniele Cono D’Elia",
      "Davide Balzarotti",
      "Leonardo Querzoni",
      "Cristiano Giuffrida"
    ],
    "miscurl": [
      "https://github.com/eurecom-s3/predictive-cs-fuzzing"
    ],
    "title": "Predictive Context-sensitive Fuzzing",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium"
  },
  {
    "name": "ProFuzzer",
    "year": 2019,
    "author": [
      "Wei You",
      "Xueqiang Wang",
      "Shiqing Ma",
      "Jianjun Huang",
      "Xiangyu Zhang",
      "XiaoFeng Wang",
      "Bin Liang"
    ],
    "title": "ProFuzzer: On-the-fly Input Type Probing for Better Zero-day Vulnerability Discovery",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "https://wcventure.github.io/FuzzingPaper/Paper/SP19_Profuzz.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "VUzzer",
      "Angora"
    ],
    "color": "greybox"
  },
  {
    "name": "PyRTFuzz",
    "year": "2023",
    "targets": [
      "Python"
    ],
    "color": "greybox",
    "references": [
      "jsfunfuzz"
    ],
    "author": [
      "Wen Li",
      "Haoran Yang",
      "Xiapu Luo",
      "Long Cheng",
      "Haipeng Cai"
    ],
    "toolurl": "https://github.com/awen-li/PyRTFuzz",
    "title": "PyRTFuzz: Detecting Bugs in Python Runtimes via Two-Level Collaborative Fuzzing",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "miscurl": [
      "https://dl.acm.org/doi/pdf/10.1145/3576915.3623166"
    ]
  },
  {
    "name": "QSYM",
    "year": 2018,
    "author": [
      "Insu Yun",
      "Sangho Lee",
      "Meng Xu",
      "Yeongjin Jang",
      "Taesoo Kim"
    ],
    "title": "QSYM: A Practical Concolic Execution Engine Tailored for Hybrid Fuzzing",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "toolurl": "https://github.com/sslab-gatech/qsym",
    "miscurl": [
      "https://www.usenix.org/system/files/conference/usenixsecurity18/sec18-yun.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "AFL",
      "Driller"
    ],
    "color": "whitebox"
  },
  {
    "name": "QuickFuzz",
    "year": 2016,
    "author": [
      "Gustavo Grieco",
      "Martın Ceresa",
      "Pablo Buiras"
    ],
    "title": "QuickFuzz: An Automatic Random Fuzzer for Common File Formats",
    "booktitle": "Proceedings of the 9th International Symposium on Haskell",
    "toolurl": "https://github.com/CIFASIS/QuickFuzz",
    "targets": [
      "File"
    ],
    "references": [
      "honggfuzz",
      "radamsa"
    ],
    "miscurl": [
      "https://people.kth.se/~buiras/publications/QFHaskell2016.pdf"
    ],
    "color": "greybox"
  },
  {
    "name": "RESTler",
    "year": 2019,
    "author": [
      "Vaggelis Atlidakis",
      "Patrice Godefroid",
      "Marina Polishchuk"
    ],
    "title": "RESTler: Stateful REST API Fuzzing",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "miscurl": [
      "https://patricegodefroid.github.io/public_psfiles/icse2019.pdf"
    ],
    "targets": [
      "API"
    ],
    "references": [
      "boofuzz",
      "Sulley"
    ],
    "color": "blackbox"
  },
  {
    "name": "RLF",
    "year": 2022,
    "author": [
      "Jianzhong Su",
      "Hong-Ning Dai",
      "Lingjun Zhao",
      "Zibin Zheng",
      "Xiapu Luo"
    ],
    "title": "Effectively Generating Vunlerable Transaction Sequences in Smart Contracts with Reinforcement Learning-guided Fuzzing",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "toolurl": "",
    "miscurl": [
      "https://dl.acm.org/doi/pdf/10.1145/3551349.3560429"
    ],
    "targets": [
      "EVM"
    ],
    "references": [
      "ILF"
    ],
    "color": "greybox"
  },
  {
    "name": "RPG",
    "year": "2024",
    "targets": [
      "API"
    ],
    "color": "blackbox",
    "references": [
      "SyRust"
    ],
    "author": [
      "Zhiwu Xu",
      "Bohao Wu",
      "Cheng Wen",
      "Bin Zhang",
      "Shengchao Qin",
      "Mengda He"
    ],
    "toolurl": "https://zenodo.org/records/8202159",
    "title": "RPG: Rust Library Fuzzing with Pool-based Fuzz Target Generation and Generic Support",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "miscurl": [
      "https://wcventure.github.io/pdf/ICSE2024_RPG.pdf"
    ],
    "keywords": [
      "Rust"
    ]
  },
  {
    "name": "RSFuzzer",
    "year": "2023",
    "targets": [
      "Firmware"
    ],
    "color": "greybox",
    "author": [
      "Jiawei Yin",
      "Menghao Li",
      "Yuekang Li",
      "Yong Yu",
      "Boru Lin",
      "Yanyan zou",
      "Yang Liu",
      "Wei Huo",
      "Jingling Xue"
    ],
    "title": "RSFuzzer: Discovering Deep SMI Handler Vulnerabilities in UEFI Firmware with Hybrid Fuzzing",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "references": [
      "SyzGen"
    ],
    "miscurl": [
      "https://www.computer.org/csdl/proceedings-article/sp/2023/933600b765/1Js0Ek1SE6c"
    ],
    "keywords": [
      "Hybrid fuzzing"
    ]
  },
  {
    "name": "RVFuzzer",
    "year": 2019,
    "author": [
      "Taegyu Kim",
      "Chung Hwan Kim",
      "Junghwan Rhee",
      "Fan Fei",
      "Zhan Tu",
      "Gregory Walkup",
      "Xiangyu Zhang",
      "Xinyan Deng",
      "Dongyan Xu"
    ],
    "title": "RVFUZZER: Finding Input Validation Bugs in Robotic Vehicles Through Control-Guided Testing",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www.usenix.org/system/files/sec19-kim.pdf"
    ],
    "targets": [
      "Robot Vehicle"
    ],
    "references": [
      "LibFuzzer"
    ],
    "color": "blackbox"
  },
  {
    "name": "RaceFuzzer",
    "year": 2008,
    "author": [
      "Koushik Sen"
    ],
    "title": "Race Directed Random Testing of Concurrent Programs",
    "booktitle": "Proceedings of the ACM Conference on Programming Language Design and Implementation",
    "toolurl": "https://github.com/ksen007/calfuzzer",
    "targets": [
      "Concurrency"
    ],
    "references": [
      "CalFuzzer"
    ],
    "color": "greybox"
  },
  {
    "name": "Razzer",
    "year": 2019,
    "author": [
      "Dae R. Jeong",
      "Kyungtae Kim",
      "Basavesh Shivakumar",
      "Byoungyoung Lee",
      "Insik Shin"
    ],
    "title": "Razzer: Finding Kernel Race Bugs through Fuzzing",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "toolurl": "https://github.com/compsec-snu/razzer",
    "miscurl": [
      "https://lifeasageek.github.io/papers/jeong-razzer.pdf"
    ],
    "targets": [
      "Kernel"
    ],
    "references": [
      "syzkaller",
      "RaceFuzzer"
    ],
    "color": "greybox"
  },
  {
    "name": "ReUSB",
    "year": "2023",
    "targets": [
      "Kernel"
    ],
    "color": "greybox",
    "author": [
      "Jisoo Jang",
      "Minsuk Kang",
      "Dokyung Song"
    ],
    "title": "ReUSB: Replay-Guided USB Driver Fuzzing",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "syzkaller"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/usenixsecurity23-jang.pdf"
    ]
  },
  {
    "name": "Redqueen",
    "year": 2019,
    "author": [
      "Cornelius Aschermann",
      "Sergej Schumilo",
      "Tim Blazytko",
      "Robert Gawlik",
      "Thorsten Holz"
    ],
    "title": "Redqueen: Fuzzing with Input-to-State Correspondence",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "toolurl": "https://github.com/RUB-SysSec/redqueen",
    "miscurl": [
      "https://www.ei.ruhr-uni-bochum.de/media/emma/veroeffentlichungen/2018/12/17/NDSS19-Redqueen.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "AFL",
      "kAFL"
    ],
    "color": "greybox"
  },
  {
    "name": "RestTestGen",
    "year": "2023",
    "targets": [
      "API"
    ],
    "color": "blackbox",
    "author": [
      "Davide Corradini",
      "Michele Pasqua",
      "Mariano Ceccato"
    ],
    "toolurl": "https://github.com/SeUniVr/RestTestGen",
    "title": "Automated Black-box Testing of Mass Assignment Vulnerabilities in RESTful APIs",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "references": [
      "RESTler"
    ],
    "miscurl": [
      "https://arxiv.org/pdf/2301.01261.pdf"
    ]
  },
  {
    "name": "Ruiter et al.",
    "year": 2015,
    "author": [
      "Joeri de Ruiter",
      "Erik Poll"
    ],
    "title": "Protocol State Fuzzing of TLS Implementations",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "toolurl": "https://github.com/jderuiter/statelearner",
    "miscurl": [
      "https://www.usenix.org/system/files/conference/usenixsecurity15/sec15-paper-de-ruiter.pdf"
    ],
    "targets": [
      "Network"
    ],
    "color": "blackbox"
  },
  {
    "name": "SAGE",
    "year": 2008,
    "author": [
      "Patrice Godefroid",
      "Michael Y. Levin",
      "David A. Molnar"
    ],
    "title": "Automated Whitebox Fuzz Testing",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "targets": [
      "File"
    ],
    "color": "whitebox"
  },
  {
    "name": "SFuzz",
    "year": "2022",
    "targets": [
      "Firmware"
    ],
    "color": "whitebox",
    "author": [
      "Libo Chen",
      "Quanpu Cai",
      "Zhenbang Ma",
      "Yanhao Wang",
      "Hong Hu",
      "Minghang Shen",
      "Yue Liu",
      "Shanqing Guo",
      "Haixin Duan"
    ],
    "toolurl": "https://github.com/NSSL-SJTU/SFuzz",
    "title": "SFuzz: Slice-based Fuzzing for Real-Time Operating Systems",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "references": [
      "AFL",
      "Driller"
    ],
    "miscurl": [
      "https://dl.acm.org/doi/pdf/10.1145/3548606.3559367"
    ],
    "keywords": [
      "RTOS",
      "Slice-based Fuzzing",
      "Taint analysis",
      "Concolic execution"
    ]
  },
  {
    "name": "SGFuzz",
    "year": 2022,
    "targets": [
      "Network"
    ],
    "color": "greybox",
    "author": [
      "Jinsheng Ba",
      "Marcel Bohme",
      "Zahra Mizamomen",
      "Abhik Roychoudhury"
    ],
    "toolurl": "https://github.com/bajinsheng/SGFuzz",
    "title": "Stateful Greybox Fuzzing",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "LibFuzzer"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/sec22-ba.pdf"
    ]
  },
  {
    "name": "SGXFuzz",
    "year": 2022,
    "targets": [
      "File"
    ],
    "color": "greybox",
    "author": [
      "Tobias Cloosters",
      "Johannes Willbold",
      "Thorsten Holz",
      "Lucas Davi"
    ],
    "title": "SGXFuzz: Efficiently Synthesizing Nested Structures for SGX Enclave Fuzzing",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "kAFL",
      "Nyx"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/sec22-cloosters.pdf"
    ]
  },
  {
    "name": "SHAPFUZZ",
    "year": "2024",
    "targets": [
      "File"
    ],
    "color": "greybox",
    "references": [
      "GreyOne"
    ],
    "author": [
      "Kunpeng Zhang",
      "Xiaogang Zhu",
      "Xi Xiao",
      "Minhui Xue",
      "Chao Zhang",
      "Sheng Wen"
    ],
    "toolurl": "https://github.com/ShapFuzz/ShapFuzz",
    "title": "SHAPFUZZ: Efficient Fuzzing via Shapley-Guided Byte Selection",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "miscurl": [
      "https://www.ndss-symposium.org/wp-content/uploads/2024-134-paper.pdf"
    ],
    "keywords": [
      "Mutation-based fuzzing"
    ]
  },
  {
    "name": "SJFuzz",
    "year": 2023,
    "targets": [
      "JVM"
    ],
    "color": "greybox",
    "author": [
      "Mingyuan Wu",
      "Yicheng Ouyang",
      "Minghai Lu",
      "Junjie Chen",
      "Yingquan Zhao",
      "Heming Cui",
      "Guowei Yang",
      "Yuqun Zhang"
    ],
    "toolurl": "https://github.com/fuzzy000/SJFuzz",
    "title": "SJFuzz: Seed and Mutator Scheduling for JVM Fuzzing",
    "booktitle": "Proceedings of the International Symposium on Foundations of Software Engineering",
    "references": [
      "classming"
    ],
    "miscurl": [
      "https://dl.acm.org/doi/pdf/10.1145/3611643.3616277"
    ]
  },
  {
    "name": "SLF",
    "year": 2019,
    "author": [
      "Wei You",
      "Xuwei Liu",
      "Shiqing Ma",
      "David Perry",
      "Ziangyu Zhang",
      "Bin Liang"
    ],
    "title": "SLF: Fuzzing without Valid Seed Inputs",
    "booktitle": "Proceedings of the International Conference on Information Security",
    "miscurl": [
      "https://www.cs.rutgers.edu/~sm2283/papers/ICSE19.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "SMARTIAN",
    "year": 2021,
    "author": [
      "Jaeseung Choi",
      "Doyeon Kim",
      "Soomin Kim",
      "Gustavo Grieco",
      "Alex Groce",
      "Sang Kil Cha"
    ],
    "title": "SMARTIAM: Enhancing Smart Contract Fuzzing with Static and Dynamic Data-Flow Analyses",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "toolurl": "https://github.com/SoftSec-KAIST/Smartian",
    "miscurl": [
      "https://softsec.kaist.ac.kr/~jschoi/data/ase2021.pdf"
    ],
    "targets": [
      "Smart Contract"
    ],
    "references": [
      "Eclipser",
      "ContractFuzzer"
    ],
    "color": "greybox"
  },
  {
    "name": "SNOOZE",
    "year": 2006,
    "author": [
      "Greg Banks",
      "Marco Cova",
      "Viktoria Felmetsger",
      "Kevin Almeroth",
      "Richard Kemmerer",
      "Giovanni Vigna"
    ],
    "title": "SNOOZE: Toward a Stateful Network Protocol Fuzzer",
    "booktitle": "Proceedings of the International Conference on Information Security",
    "references": [
      "PROTOS",
      "SPIKE"
    ],
    "targets": [
      "Network"
    ],
    "color": "blackbox"
  },
  {
    "name": "SPIKE",
    "year": 2001,
    "author": [
      "Dave Aitel"
    ],
    "title": "An Introduction to SPIKE, the Fuzzer Creation Kit",
    "booktitle": "Proceedings of the Black Hat USA",
    "targets": [
      "Network"
    ],
    "color": "blackbox"
  },
  {
    "name": "SPIKEfile",
    "year": 2005,
    "author": [
      "Michael Sutton",
      "Adam Greene"
    ],
    "title": "The Art of File Format Fuzzing",
    "booktitle": "Proceedings of the Black Hat Asia",
    "toolurl": "https://packetstormsecurity.com/files/download/39625/SPIKEfile.tgz",
    "targets": [
      "File"
    ],
    "references": [
      "SPIKE",
      "FileFuzz"
    ],
    "color": "blackbox"
  },
  {
    "name": "SSRFuzz",
    "year": "2024",
    "targets": [
      "Web"
    ],
    "color": "blackbox",
    "references": [
      "TEFuzz",
      "Witcher"
    ],
    "author": [
      "Enze Wang",
      "Jianjun Chen",
      "Wei Xie",
      "Chuhan Wang",
      "Yifei Gao",
      "Zhenhua Wang",
      "Haixin Duan",
      "Yang Liu",
      "Baosheng Wang"
    ],
    "toolurl": "https://github.com/SSRFuzz/SSRFuzz",
    "title": "Where URLs Become Weapons: Automated Discovery of SSRF Vulnerabilities in Web Applications",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "https://www.jianjunchen.com/p/ssrfuzz.sp24.pdf"
    ]
  },
  {
    "name": "STORM",
    "year": 2020,
    "author": [
      "Muhammad Numair Mansur",
      "Maria Christakis",
      "Valentin Wüstholz",
      "Fuyuan Zhang"
    ],
    "title": "Detecting Critical Bugs in SMT Solvers Using Blackbox Mutational Fuzzing",
    "booktitle": "Proceedings of the International Symposium on Foundations of Software Engineering",
    "miscurl": [
      "https://arxiv.org/pdf/2004.05934.pdf"
    ],
    "targets": [
      "SMT"
    ],
    "references": [
      "AFL"
    ],
    "color": "blackbox"
  },
  {
    "name": "SafireFuzz",
    "year": "2023",
    "targets": [
      "Firmware"
    ],
    "color": "greybox",
    "references": [
      "LibAFL"
    ],
    "author": [
      "Lukas Seidel",
      "Dominik Maier",
      "Marius Muench"
    ],
    "toolurl": "https://github.com/pr0me/SAFIREFUZZ",
    "title": "Forming Faster Firmware Fuzzers",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www.usenix.org/system/files/usenixsecurity23-seidel.pdf"
    ]
  },
  {
    "name": "Saturn",
    "year": "2024",
    "targets": [
      "Kernel"
    ],
    "color": "greybox",
    "references": [
      "syzkaller"
    ],
    "author": [
      "Yiru Xu",
      "Hao Sun",
      "Jianzhong Liu",
      "Yuheng Shen",
      "Yu Jiang"
    ],
    "title": "SATURN: Host-Gadget Synergistic USB Driver Fuzzing",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "http://www.wingtecher.com/themes/WingTecherResearch/assets/papers/SATURN_SP24.pdf"
    ]
  },
  {
    "name": "Savior",
    "year": 2020,
    "author": [
      "Yaohui Chen",
      "Peng Li",
      "Jun Xu",
      "Shengjian Guo",
      "Rundong Zhou",
      "Yulong Zhang",
      "Tao Wei",
      "Long Lu"
    ],
    "title": "Savior: Towards Bug-Driven Hybrid Testing",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "https://ieeexplore.ieee.org/document/9152682"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "AFL",
      "KLEE"
    ],
    "color": "whitebox"
  },
  {
    "name": "SeamFuzz",
    "year": "2023",
    "targets": [
      "File"
    ],
    "color": "greybox",
    "author": [
      "Myungho Lee",
      "Sooyoung Cha",
      "Hakjoo Oh"
    ],
    "toolurl": "https://github.com/kupl/SeamFuzz-Artifact",
    "title": "Learning Seed-Adaptive Mutation Strategies for Greybox Fuzzing",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "references": [
      "AFL",
      "AFL++"
    ],
    "miscurl": [
      "http://prl.korea.ac.kr/~pronto/home/papers/icse23-seamfuzz.pdf"
    ],
    "keywords": [
      "mutation strategy",
      "fuzzing"
    ]
  },
  {
    "name": "SegFuzz",
    "year": "2023",
    "targets": [
      "Kernel"
    ],
    "color": "greybox",
    "author": [
      "Dae R. Jeong",
      "Byoungyoung Lee",
      "Insik Shin",
      "Youngjin Kwon"
    ],
    "toolurl": "https://github.com/casys-kaist/segfuzz",
    "title": "SEGFUZZ: Segmenting Thread Interleaving to Discover Kernel Concurrency Bugs through Fuzzing",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "references": [
      "syzkaller",
      "Krace"
    ],
    "miscurl": [
      "http://cps.kaist.ac.kr/papers/jeong-segfuzz.pdf"
    ],
    "keywords": [
      "Kernel fuzzing",
      "concurrency bugs"
    ]
  },
  {
    "name": "SelectFuzz",
    "year": "2023",
    "targets": [
      "File"
    ],
    "color": "greybox",
    "author": [
      "Changhua Luo",
      "Wei Meng",
      "Penghui Li"
    ],
    "title": "SelectFuzz: Efficient Directed Fuzzing with Selective Path Exploration",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "references": [
      "AFLGo",
      "BEACON"
    ],
    "miscurl": [
      "https://www.computer.org/csdl/proceedings-article/sp/2023/933600b050/1Js0DBwgpwY"
    ],
    "keywords": [
      "Directed fuzzing"
    ]
  },
  {
    "name": "Sensei",
    "year": 2020,
    "author": [
      "Xiang Gao",
      "Ripon K. Saha",
      "Mukul R. Prasad",
      "Abhik Roychoudhury"
    ],
    "title": "Fuzz Testing based Data Augmentation to Improve Robustness of Deep Neural Networks",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "targets": [
      "AI"
    ],
    "miscurl": [
      "https://www.comp.nus.edu.sg/~abhik/pdf/ICSE20_Sensei.pdf"
    ],
    "references": [
      "TensorFuzz"
    ],
    "color": "greybox"
  },
  {
    "name": "Sharefuzz",
    "year": 2001,
    "author": [
      "Dave Aitel"
    ],
    "toolurl": "https://sourceforge.net/projects/sharefuzz/",
    "targets": [
      "Network"
    ],
    "color": "blackbox"
  },
  {
    "name": "Sidewinder",
    "year": 2006,
    "author": [
      "Shawn Embleton",
      "Sherri Sparks",
      "Ryan Cunningham"
    ],
    "title": "Sidewinder: An Evolutionary Guidance System For Malicious Input Crafting",
    "booktitle": "Proceedings of the Black Hat USA",
    "targets": [
      "File"
    ],
    "miscurl": [
      "https://www.blackhat.com/presentations/bh-usa-06/BH-US-06-Embleton.pdf"
    ],
    "color": "greybox"
  },
  {
    "name": "Skyfire",
    "year": 2017,
    "author": [
      "Junjie Wang",
      "Bihuan Chen",
      "Lei Wei",
      "Yang Liu"
    ],
    "title": "Skyfire: Data-Driven Seed Generation for Fuzzing",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "https://ieeexplore.ieee.org/abstract/document/7958599"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "SlowFuzz",
    "year": 2017,
    "author": [
      "Theofilos Petsios",
      "Jason Zhao",
      "Angelos D. Keromytis",
      "Suman Jana"
    ],
    "title": "SlowFuzz: Automated Domain-Independent Detection of Algorithmic Complexity Vulnerabilities",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "miscurl": [
      "https://dl.acm.org/doi/10.1145/3133956.3134073"
    ],
    "toolurl": "https://github.com/nettrino/slowfuzz",
    "targets": [
      "API"
    ],
    "references": [
      "LibFuzzer"
    ],
    "color": "greybox"
  },
  {
    "name": "SmartFuzz",
    "year": 2009,
    "author": [
      "David Molnar",
      "Xue Cong Li",
      "David A. Wagner"
    ],
    "title": "Dynamic Test Generation to Find Integer Bugs in x86 Binary Linux Programs",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "targets": [
      "File"
    ],
    "references": [
      "SAGE"
    ],
    "toolurl": "https://github.com/dmolnar/SmartFuzz",
    "color": "whitebox"
  },
  {
    "name": "Snipuzz",
    "year": 2021,
    "author": [
      "Xiaotao Feng",
      "Ruoxi Sun",
      "Xiaogang Zhu",
      "Minhui Xue",
      "Sheng Wen",
      "Dongxi Liu",
      "Surya Nepal",
      "Yang Xiang"
    ],
    "title": "Snipuzz: Black-box Fuzzing of IoT Firmware via Message Snippet Inference",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "toolurl": "https://github.com/XtEsco/Snipuzz",
    "targets": [
      "IoT"
    ],
    "color": "blackbox"
  },
  {
    "name": "SoFi",
    "year": 2021,
    "author": [
      "Xiaoyu He",
      "Xiaofei Xie",
      "Yuekang Li",
      "Jianwen Sun",
      "Feng Li",
      "Wei Zou",
      "Yang Liu",
      "Lei Yu",
      "Jianhua Zhou ",
      "Wenchang Shi",
      "Wei Huo"
    ],
    "title": "SoFi: Reflection-Augmented Fuzzing for JavaScript Engines",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "toolurl": "https://sites.google.com/view/sofi4js",
    "miscurl": [
      "https://dl.acm.org/doi/pdf/10.1145/3460120.3484823"
    ],
    "targets": [
      "JavaScript"
    ],
    "references": [
      "Superion",
      "CodeAlchemist",
      "Die"
    ],
    "color": "whitebox"
  },
  {
    "name": "SpecBCFuzz",
    "year": "2024",
    "targets": [
      "LTL Solver"
    ],
    "color": "blackbox",
    "references": [
      "STORM"
    ],
    "author": [
      "Luiz Carvalho",
      "Renzo Degiovanni",
      "Maxime Cordy",
      "Nazareno Aguirre",
      "Yves Le Traon",
      "Mike Papadakis"
    ],
    "toolurl": "https://github.com/SpecBCFuzz/repo",
    "title": "SpecBCFuzz: Fuzzing LTL Solvers with Boundary Conditions",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "miscurl": [
      "https://dl.acm.org/doi/10.1145/3597503.3639087"
    ]
  },
  {
    "name": "SpecDoctor",
    "year": "2022",
    "targets": [
      "CPU"
    ],
    "color": "greybox",
    "author": [
      "Jaewon Hur",
      "Suhwan Song",
      "Sunwoo Kim",
      "Byoungyoung Lee"
    ],
    "title": "SpecDoctor: Differential Fuzz Testing to Find Transient Execution Vulnerabilities",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "references": [
      "DifuzzRTL"
    ],
    "miscurl": [
      "https://dl.acm.org/doi/pdf/10.1145/3548606.3560578"
    ],
    "keywords": [
      "transient-execution vulnerability",
      "fuzzing",
      "differential testing"
    ]
  },
  {
    "name": "SpecFuzz",
    "year": 2020,
    "author": [
      "Oleksii Oleksenko",
      "Bohdan Trach",
      "Mark Silberstein",
      "Christof Fetzer"
    ],
    "title": "SpecFuzz: Bringing Spectre-type vulnerabilities to the surface",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "toolurl": "https://github.com/tudinfse/SpecFuzz",
    "miscurl": [
      "https://www.usenix.org/system/files/sec20-oleksenko.pdf"
    ],
    "targets": [
      "CPU"
    ],
    "color": "greybox"
  },
  {
    "name": "Squirrel",
    "year": 2020,
    "author": [
      "Rui Zhong",
      "Yongheng Chen",
      "Hong Hu",
      "Hangfan Zhang",
      "Wenke Lee",
      "Dinghao Wu"
    ],
    "title": "Squirrel: Testing Database Management Systems withLanguage Validity and Coverage Feedback",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "toolurl": "https://github.com/s3team/Squirrel",
    "miscurl": [
      "https://huhong789.github.io/papers/squirrel.pdf"
    ],
    "targets": [
      "DBMS"
    ],
    "references": [
      "AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "StateFuzz",
    "year": 2022,
    "targets": [
      "Kernel"
    ],
    "color": "greybox",
    "author": [
      "Bodong Zhao",
      "Zheming Li",
      "Shisong Qin",
      "Zheyu Ma",
      "Ming Yuan",
      "Wenyu Zhu",
      "Zhihong Tian",
      "Chao Zhang"
    ],
    "toolurl": "https://github.com/vul337/StateFuzz",
    "title": "StateFuzz: System Call-Based State-Aware Linux Dirver Fuzzing",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "DIFUZE"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/sec22-zhao-bodong.pdf"
    ]
  },
  {
    "name": "Steelix",
    "year": 2017,
    "author": [
      "Yuekang Li",
      "Bihuan Chen",
      "Mahinthan Chandramohan",
      "Shang-Wei Lin",
      "Yang Liu",
      "Alwen Tiu"
    ],
    "title": "Steelix: Program-state Based Binary Fuzzing",
    "booktitle": "Proceedings of the International Symposium on Foundations of Software Engineering",
    "miscurl": [
      "https://dl.acm.org/citation.cfm?id=3106295"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "StochFuzz",
    "year": 2021,
    "author": [
      "Zhuo Zhang",
      "Wei You",
      "Guanhong Tao",
      "Yousra Aafer",
      "Xuwei Liu",
      "Xiangyu Zhang"
    ],
    "title": "Sound and Cost-effective Fuzzing of Stripped Binaries by Incremental and Stochastic Rewriting",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "https://www.computer.org/csdl/pds/api/csdl/proceedings/download-article/1t0x9N9Xy0w/pdf"
    ],
    "targets": [
      "File"
    ],
    "toolurl": "https://github.com/ZhangZhuoSJTU/StochFuzz",
    "references": [
      "AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "Sulley",
    "year": 2007,
    "author": [
      "Pedram Amini",
      "Aaron Portnoy",
      "Ryan Sears"
    ],
    "toolurl": "https://github.com/OpenRCE/sulley/",
    "targets": [
      "File",
      "Network"
    ],
    "color": "blackbox"
  },
  {
    "name": "Superion",
    "year": 2019,
    "author": [
      "Junjie Wang",
      "Bihuan Chen",
      "Lei Wei",
      "Yang Liu"
    ],
    "title": "Superion: Grammar-Aware Greybox Fuzzing",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "miscurl": [
      "https://arxiv.org/pdf/1812.01197.pdf"
    ],
    "targets": [
      "JavaScript"
    ],
    "references": [
      "AFL",
      "LangFuzz"
    ],
    "color": "greybox"
  },
  {
    "name": "SyRust",
    "year": 2021,
    "targets": [
      "File"
    ],
    "color": "greybox",
    "author": [
      "Yoshiki Takashima",
      "Ruben Martins",
      "Limin Jia",
      "Corina S. Păsăreanu"
    ],
    "toolurl": "https://kilthub.cmu.edu/articles/software/SyRust_Artifact_PLDI2021_Artifact/14356976",
    "title": "SyRust: Automatic Testing of Rust Libraries with Semantic-Aware Program Synthesis",
    "booktitle": "Proceedings of the ACM Conference on Programming Language Design and Implementation",
    "miscurl": [
      "https://doi.org/10.1184/R1/14356949"
    ],
    "references": [
      "RESTler"
    ],
    "keywords": [
      "Rust"
    ]
  },
  {
    "name": "SymCC",
    "year": 2020,
    "author": [
      "Sebastian Poeplau",
      "Aurélien Francillon"
    ],
    "title": "Symbolic execution with SYMCC: Don't interpret, compile!",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "toolurl": "http://www.s3.eurecom.fr/tools/symbolic_execution/symcc.html",
    "miscurl": [
      "http://www.s3.eurecom.fr/docs/usenixsec20_symcc.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "KLEE",
      "QSYM"
    ],
    "color": "whitebox"
  },
  {
    "name": "SymFuzz",
    "year": 2015,
    "author": [
      "Sang Kil Cha",
      "Maverick Woo",
      "David Brumley"
    ],
    "title": "Program-Adaptive Mutational Fuzzing",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "toolurl": "http://security.ece.cmu.edu/symfuzz/",
    "targets": [
      "File"
    ],
    "references": [
      "BFF"
    ],
    "color": "blackbox"
  },
  {
    "name": "SyzDirect",
    "year": "2023",
    "targets": [
      "Kernel"
    ],
    "color": "greybox",
    "references": [
      "syzkaller",
      "AFLGo"
    ],
    "author": [
      "Xin Tan",
      "Yuan Zhang",
      "Jiadong Lu",
      "Xin Xiong",
      "Zhuang Liu",
      "Min Yang"
    ],
    "toolurl": "https://github.com/seclab-fudan/SyzDirect",
    "title": "SyzDirect: Directed Greybox Fuzzing for Linux Kernel",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "miscurl": [
      "https://dl.acm.org/doi/pdf/10.1145/3576915.3623146"
    ]
  },
  {
    "name": "SyzGen",
    "year": "2021",
    "targets": [
      "Kernel"
    ],
    "color": "greybox",
    "author": [
      "Weiteng Chen",
      "Yu Wang",
      "Zheng Zhang",
      "Zhiyun Qian"
    ],
    "toolurl": "https://github.com/seclab-ucr/SyzGen_setup",
    "title": "SyzGen: Automated Generation of Syscall Specification of Closed-Source macOS Drivers",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "references": [
      "syzkaller"
    ],
    "miscurl": [
      "https://dl.acm.org/doi/pdf/10.1145/3460120.3484564"
    ]
  },
  {
    "name": "SyzTrust",
    "year": "2024",
    "targets": [
      "Kernel"
    ],
    "color": "greybox",
    "references": [
      "syzkaller"
    ],
    "author": [
      "Qinying Wang",
      "Boyu Chang",
      "Shouling Ji",
      "Yuan Tian",
      "Xuhong Zhang",
      "Binbin Zhao",
      "Gaoning Pan",
      "Chenyang Lyu",
      "Mathias Payer",
      "Wenhai Wang",
      "Raheem Beyah"
    ],
    "toolurl": "https://github.com/SyzTrust/syztrust",
    "title": "SyzTrust: State-aware Fuzzing on Trusted OS Designed for IoT Devices",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "https://hexhive.epfl.ch/publications/files/24Oakland.pdf"
    ]
  },
  {
    "name": "T-Fuzz",
    "year": 2018,
    "author": [
      "Hui Peng",
      "Yan Shoshitaishvili",
      "Mathias Payer"
    ],
    "title": "T-Fuzz: Fuzzing by Program Transformation",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "toolurl": "https://github.com/HexHive/T-Fuzz",
    "miscurl": [
      "https://ieeexplore.ieee.org/abstract/document/8418632"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "AFL"
    ],
    "color": "whitebox"
  },
  {
    "name": "T-Reqs",
    "year": 2021,
    "author": [
      "Bahruz Jabiyev",
      "Steven Sprecher",
      "Kaan Onarlioglu",
      "Engin Kirdah"
    ],
    "title": "T-Reqs: HTTP Request Smuggling with Differential Fuzzing",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "miscurl": [
      "https://seclab.nu/static/publications/ccs2021treqs.pdf"
    ],
    "toolurl": "https://github.com/bahruzjabiyev/t-reqs-http-fuzzer",
    "targets": [
      "HTTP request"
    ],
    "references": [
      "Nautilus",
      "DifFuzz"
    ],
    "color": "greybox"
  },
  {
    "name": "TEEzz",
    "year": "2023",
    "targets": [
      "File"
    ],
    "color": "blackbox",
    "author": [
      "Marcel Busch",
      "Aravind Machiry",
      "Chad Spensky",
      "Giovanni Vigna",
      "Christopher Kruegel",
      "Mathias Payer"
    ],
    "toolurl": "https://github.com/HexHive/teezz-fuzzer",
    "title": "TEEzz: Fuzzing Trusted Applications on COTS Android Devices",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "references": [
      "PartEmu"
    ],
    "miscurl": [
      "https://hexhive.epfl.ch/publications/files/23Oakland.pdf"
    ],
    "keywords": [
      "Android",
      "TEE"
    ]
  },
  {
    "name": "TEFuzz",
    "year": "2023",
    "targets": [
      "Web"
    ],
    "color": "greybox",
    "references": [
      "AFL"
    ],
    "author": [
      "Yudo Zhao",
      "Yuan Zhang",
      "Min Yang"
    ],
    "toolurl": "https://github.com/seclab-fudan/TEFuzz/",
    "title": "Remote Code Execution from SSTI in the Sandbox: Automatically Detecting and Exploiting Template Escape Bugs",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www.usenix.org/system/files/usenixsecurity23-zhao-yudi.pdf"
    ],
    "keywords": [
      "Template engines"
    ]
  },
  {
    "name": "TFuzz",
    "year": 2014,
    "author": [
      "William Johansson",
      "Martin Svensson",
      "Ulf E. Larson",
      "Magnus Almgren",
      "Vincenzo Gulisano"
    ],
    "title": "T-Fuzz: Model-based fuzzing for robustness testing of telecommunication protocols",
    "booktitle": "Proceedings of the IEEE International Conference on Software Testing, Verification and Validation",
    "miscurl": [
      "https://ieeexplore.ieee.org/abstract/document/6823894"
    ],
    "targets": [
      "Network"
    ],
    "references": [
      "KiF",
      "Peach"
    ],
    "color": "blackbox"
  },
  {
    "name": "TLS-Attacker",
    "year": 2016,
    "author": [
      "Juraj Somorovsky"
    ],
    "title": "Systematic Fuzzing and Testing of TLS Libraries",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "toolurl": "https://github.com/RUB-NDS/TLS-Attacker",
    "miscurl": [
      "https://www.nds.ruhr-uni-bochum.de/media/nds/veroeffentlichungen/2016/10/19/tls-attacker-ccs16.pdf"
    ],
    "references": [
      "Ruiter et al.",
      "tlsfuzzer"
    ],
    "targets": [
      "Network"
    ],
    "color": "blackbox"
  },
  {
    "name": "TRRespass",
    "year": 2020,
    "author": [
      "Pietro Frigo",
      "Emanuele Vannacci",
      "Hasan Hassan",
      "Victor van der Veen",
      "Onur Mutlu",
      "Cristiano Giuffrida",
      "Herbert Bos",
      "Kaveh Razavi"
    ],
    "title": "TRRespass: Exploiting the Many Sides of Target Row Refresh",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "https://download.vusec.net/papers/trrespass_sp20.pdf"
    ],
    "targets": [
      "RAM"
    ],
    "color": "blackbox"
  },
  {
    "name": "TaintScope",
    "year": 2010,
    "author": [
      "Tielei Wang",
      "Tao Wang",
      "Guofei Gu",
      "Wei Zou"
    ],
    "title": "TaintScope: A Checksum-Aware Directed Fuzzing Tool for Automatic Software Vulnerability Detection",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "https://ieeexplore.ieee.org/abstract/document/5504701"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "SmartFuzz",
      "BuzzFuzz"
    ],
    "color": "whitebox"
  },
  {
    "name": "TensorFuzz",
    "year": 2019,
    "author": [
      "Augustus Odena",
      "Catherine Olsson",
      "David G. Andersen",
      "Ian Goodfellow"
    ],
    "title": "TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing",
    "booktitle": "Proceedings of the International Conference on Machine Learning",
    "targets": [
      "AI"
    ],
    "references": [
      "AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "TheHuzz",
    "year": 2022,
    "targets": [
      "CPU"
    ],
    "color": "greybox",
    "author": [
      "Rahul Kande",
      "Addison Crump",
      "Garrett Persyn",
      "Patrick Jauernig",
      "Ahmad-Reza Sadeghi",
      "Aakash Tyagi",
      "Jeyavijayan Rajendran"
    ],
    "title": "TheHuzz: Instruction Fuzzing of Processors Using Golden-Reference Models for Finding Software-Exploitable Vulnerabilities",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "DifuzzRTL"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/sec22-kande.pdf"
    ]
  },
  {
    "name": "Thunderkaller",
    "year": 2023,
    "targets": [
      "Kernel"
    ],
    "color": "greybox",
    "author": [
      "Yang Lan",
      "Di Jin",
      "Zhun Wang",
      "Wende Tan",
      "Zheyu Ma",
      "Chao Zhang"
    ],
    "title": "Thunderkaller: Profiling and Improving the Performance of Syzkaller",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "references": [
      "syzkaller"
    ],
    "miscurl": [
      "https://conf.researchr.org/details/ase-2023/ase-2023-papers/119/Thunderkaller-Profiling-and-Improving-the-Performance-of-Syzkaller"
    ]
  },
  {
    "name": "Titan",
    "year": "2024",
    "targets": [
      "File"
    ],
    "color": "greybox",
    "references": [
      "AFLGo"
    ],
    "author": [
      "Heqing Huang",
      "Peisen Yao",
      "Hung-Chun Chiu",
      "Yiyuan Guo",
      "Charles Zhang"
    ],
    "toolurl": "https://github.com/5hadowblad3/Titan",
    "title": "Titan : Efficient Multi-target Directed Greybox Fuzzing",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "https://5hadowblad3.github.io/files/Oakland24-Titan.pdf"
    ]
  },
  {
    "name": "TortoiseFuzz",
    "year": 2020,
    "author": [
      "Yanhao Wang",
      "Xiangkun Jia",
      "Yuwei Liu",
      "Kyle Zeng",
      "Tiffany Bao",
      "Dinghao Wu",
      "Purui Su"
    ],
    "title": "Not All Coverage Measurements Are Equal: Fuzzing by Coverage Accounting for Input Prioritization",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "miscurl": [
      "https://www.ndss-symposium.org/wp-content/uploads/2020/02/24422-paper.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "Transynther",
    "year": 2020,
    "author": [
      "Daniel Moghimi",
      "Moritz Lipp",
      "Berk Sunar",
      "Michael Schwarz"
    ],
    "title": "Medusa: Microarchitectural Data Leakage via Automated Attack Synthesis",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "toolurl": "https://github.com/vernamlab/Medusa",
    "miscurl": [
      "https://www.usenix.org/system/files/sec20fall_moghimi_prepub.pdf"
    ],
    "targets": [
      "CPU"
    ],
    "references": [
      "SpecFuzz"
    ],
    "color": "blackbox"
  },
  {
    "name": "Triforce",
    "year": 2016,
    "author": [
      "Jesse Hertz",
      "Tim Newsham"
    ],
    "toolurl": "https://github.com/nccgroup/TriforceLinuxSyscallFuzzer",
    "references": [
      "AFL"
    ],
    "targets": [
      "Kernel"
    ],
    "color": "greybox"
  },
  {
    "name": "TriforceAFL",
    "year": 2016,
    "author": [
      "Jesse Hertz",
      "Tim Newsham"
    ],
    "toolurl": "https://github.com/nccgroup/TriforceAFL",
    "references": [
      "AFL"
    ],
    "targets": [
      "File"
    ],
    "color": "greybox"
  },
  {
    "name": "Trinity",
    "year": 2006,
    "author": [
      "Dave Jones"
    ],
    "toolurl": "https://github.com/kernelslacker/trinity",
    "targets": [
      "Kernel"
    ],
    "color": "blackbox"
  },
  {
    "name": "Trippel et al.",
    "year": 2022,
    "targets": [
      "Firmware",
      "CPU"
    ],
    "color": "greybox",
    "author": [
      "Timothy Trippel",
      "Kang G. Shin",
      "Alex Chernyakhovsky",
      "Garret Kelly",
      "Dominic Rizzo",
      "Matthew Hicks"
    ],
    "title": "Fuzzing Hardware Like Software",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "AFL"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/sec22-trippel.pdf"
    ]
  },
  {
    "name": "UAFL",
    "year": 2020,
    "author": [
      "Haijun Wang",
      "Xiaofei Xie",
      "Yi Li",
      "Cheng Wen",
      "Yuekang Li",
      "Yang Liu",
      "Shengchao Qin",
      "Hongxu Chen",
      "Yulei Sui"
    ],
    "title": "Typestate-Guided Fuzzer for Discovering Use-after-Free Vulnerabilities",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "targets": [
      "File"
    ],
    "references": [
      "AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "USBFuzz",
    "year": 2020,
    "author": [
      "Hui Peng",
      "Mathias Payer"
    ],
    "title": "USBFuzz: A Framework for Fuzzing USB Drivers by Device Emulation",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "toolurl": "https://github.com/HexHive/USBFuzz",
    "miscurl": [
      "https://nebelwelt.net/publications/files/20SEC3.pdf"
    ],
    "targets": [
      "Firmware"
    ],
    "references": [
      "AFL",
      "syzkaller"
    ],
    "color": "greybox"
  },
  {
    "name": "Unicorefuzz",
    "year": 2019,
    "author": [
      "Dominik Maier",
      "Benedikt Radtke",
      "Bastian Harren"
    ],
    "toolurl": "https://github.com/fgsect/unicorefuzz.git",
    "miscurl": [
      "https://www.usenix.org/system/files/woot19-paper_maier.pdf"
    ],
    "targets": [
      "Kernel"
    ],
    "references": [
      "AFL"
    ],
    "color": "greybox",
    "title": "Unicorefuzz:On the Viability of Emulation for Kernelspace Fuzzing",
    "booktitle": "Proceedings of the USENIX Workshop on Offensive Technologies"
  },
  {
    "name": "V-SHUTTLE",
    "year": 2021,
    "author": [
      "Gaoning Pan",
      "Xingwei Lin",
      "Xuhong Zhang",
      "Yongkang Jia",
      "Shouling Ji",
      "Chunming Wu",
      "Xinlei Ying",
      "Jiashui Wang",
      "Yanjun Wu"
    ],
    "title": "V-SHUTTLE: Scalable and Semantics-Aware Hypervisor Fuzzing",
    "booktitle": "Proceedings of the ACM Conference on Computer and Communications Security",
    "toolurl": "https://github.com/hustdebug/v-shuttle",
    "miscurl": [
      "https://nesa.zju.edu.cn/download/pgn_pdf_V-SHUTTLE.pdf"
    ],
    "targets": [
      "Hypervisor"
    ],
    "references": [
      "AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "VD-GUARD",
    "year": "2023",
    "targets": [
      "Hypervisor"
    ],
    "color": "greybox",
    "references": [
      "Morphuzz",
      "AFL++"
    ],
    "author": [
      "Yuwei Liu",
      "Siqi Chen",
      "Yuchong Xie",
      "Yanhao Wang",
      "Libo Chen",
      "Bin Wang",
      "Yingming Zeng",
      "Zhi Xue",
      "Purui Su"
    ],
    "title": "VD-GUARD: DMA Guided Fuzzing for Hypervisor Virtual Device",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering"
  },
  {
    "name": "VUzzer",
    "year": 2017,
    "author": [
      "Sanjay Rawat",
      "Vivek Jain",
      "Kumar Ashish",
      "Lucian Cojocar",
      "Cristiano Giuffrida",
      "Herbert Bos"
    ],
    "title": "VUzzer: Application-aware Evolutionary Fuzzing",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "toolurl": "https://github.com/vusec/vuzzer",
    "targets": [
      "File"
    ],
    "references": [
      "AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "ViDezzo",
    "year": "2023",
    "targets": [
      "Hypervisor"
    ],
    "color": "greybox",
    "author": [
      "Qiang Liu",
      "Flavio Toffalini",
      "Yajin Zhou",
      "Mathias Payer"
    ],
    "toolurl": "https://github.com/HexHive/ViDeZZo",
    "title": "VIDEZZO: Dependency-aware Virtual Device Fuzzing",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "references": [
      "LibFuzzer",
      "V-SHUTTLE"
    ],
    "miscurl": [
      "https://nebelwelt.net/files/23Oakland4.pdf"
    ],
    "keywords": [
      "Device fuzzing"
    ]
  },
  {
    "name": "VirtFuzz",
    "year": "2024",
    "targets": [
      "Kernel"
    ],
    "color": "greybox",
    "references": [
      "syzkaller"
    ],
    "author": [
      "Sonke Huster",
      "Matthias Hollick",
      "Jiska Classen"
    ],
    "toolurl": "https://github.com/seemoo-lab/VirtFuzz",
    "title": "To Boldly Go Where No Fuzzer Has Gone Before: Finding Bugs in Linux' Wireless Stacks through VirtIO Devices",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "https://www.uni-goettingen.de/de/document/download/6b0d1e9d8e2fb7f57cc1a2fab1b071e7.pdf/huster_S&P24.pdf"
    ],
    "keywords": [
      "VirtIO"
    ]
  },
  {
    "name": "WINFUZZ",
    "year": "2023",
    "targets": [
      "File"
    ],
    "color": "greybox",
    "author": [
      "Leo Stone",
      "Rishi Ranjan",
      "Stefan Nagy",
      "Matthew Hicks"
    ],
    "title": "No Linux, No Problem: Fast and Correct Windows Binary Fuzzing via Target-embedded Snapshotting",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "WINNIE"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/usenixsecurity23-stone.pdf"
    ]
  },
  {
    "name": "WINNIE",
    "year": 2021,
    "author": [
      "Jinho Jung",
      "Stephen Tong",
      "Hong Hu",
      "Jungwon Lim",
      "Yonghwi Jin",
      "Taesoo Kim"
    ],
    "title": "WINNIE: Fuzzing Windows Applications with Harness Synthesis and Fast Cloning",
    "booktitle": "Proceedings of the Network and Distributed System Security Symposium",
    "toolurl": "https://github.com/sslab-gatech/winnie",
    "miscurl": [
      "https://huhong789.github.io/papers/winnie-ndss2021.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "AFL"
    ],
    "keywords": [
      "GUI",
      "Windows"
    ],
    "color": "greybox"
  },
  {
    "name": "WindRanger",
    "year": 2022,
    "targets": [
      "File"
    ],
    "color": "greybox",
    "author": [
      "Zhengjie Du",
      "Yuekang Li",
      "Yang Liu",
      "Bing Mao"
    ],
    "title": "WindRanger: A Directed Greybox Fuzzer driven by DeviationBasic Blocks",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "references": [
      "AFL"
    ],
    "miscurl": [
      "https://sites.google.com/view/windrange-directed-fuzzing"
    ]
  },
  {
    "name": "Witcher",
    "year": "2023",
    "targets": [
      "Web"
    ],
    "color": "greybox",
    "author": [
      "Erik Trickel",
      "Fabio Pagani",
      "Chang Zhu",
      "Lukas Dresel",
      "Giovanni Vigna",
      "Christopher Kruegel",
      "Ruoyu Wang",
      "Tiffany Bao",
      "Yan Shoshitaishvili",
      "Adam Doupe"
    ],
    "toolurl": "https://github.com/sefcom/Witcher",
    "title": "Toss a Fault to Your Witcher: Applying Grey-box Coverage-Guided Mutational Fuzzing to Detect SQL and Command Injection Vulnerabilities",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "references": [
      "Doupé et al."
    ],
    "miscurl": [
      "https://www.computer.org/csdl/proceedings-article/sp/2023/933600a116/1He7XPiaynS"
    ]
  },
  {
    "name": "YARPGen",
    "year": "2023",
    "targets": [
      "File"
    ],
    "color": "greybox",
    "author": [
      "Vsevolod Livinskii",
      "Dmitry Babokin",
      "John Regehr"
    ],
    "toolurl": "https://github.com/intel/yarpgen",
    "title": "Fuzzing Loop Optimizations in Compilers for C++ and Data-Parallel Languages",
    "booktitle": "Proceedings of the ACM Conference on Programming Language Design and Implementation",
    "references": [
      "CSmith"
    ],
    "miscurl": [
      "https://dl.acm.org/doi/pdf/10.1145/3591295"
    ]
  },
  {
    "name": "ZAFL",
    "year": 2021,
    "author": [
      "Stefan Nagy",
      "Anh Nguyen-Tuong",
      "Jason D. Hiser",
      "Jack W. Davidson",
      "Matthew Hicks"
    ],
    "title": "Breaking Through Binaries: Compiler-quality Instrumentation for Better Binary-only Fuzzing",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www.usenix.org/system/files/sec21fall-nagy.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "AFL"
    ],
    "color": "greybox"
  },
  {
    "name": "Zeror",
    "year": 2020,
    "author": [
      "Chijinn Zhou",
      "Mingzhe Wang",
      "Jie Liang",
      "Zhe Liu",
      "Yu Jiang"
    ],
    "title": "Zeror: Speed Up Fuzzing with Coverage-sensitive Tracing and Scheduling",
    "booktitle": "Proceedings of the International Conference on Automated Software Engineering",
    "miscurl": [
      "http://www.wingtecher.com/themes/WingTecherResearch/assets/papers/ase20.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "AFL",
      "MOPT"
    ],
    "color": "greybox"
  },
  {
    "name": "antiparser",
    "year": 2005,
    "author": [
      "David McKinney"
    ],
    "toolurl": "http://antiparser.sourceforge.net/",
    "targets": [
      "File"
    ],
    "color": "blackbox"
  },
  {
    "name": "autofz",
    "year": 2023,
    "targets": [
      "File"
    ],
    "color": "greybox",
    "author": [
      "Yu-Fu Fu",
      "Jaehyuk Lee",
      "Taesoo Kim"
    ],
    "toolurl": "https://github.com/sslab-gatech/autofz",
    "title": "autofz: Automated Fuzzer Composition at Runtime",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "references": [
      "EnFuzz",
      "AFL"
    ],
    "miscurl": [
      "https://www.usenix.org/system/files/usenixsecurity23-fu-yu-fu.pdf"
    ]
  },
  {
    "name": "boofuzz",
    "year": 2016,
    "author": [
      "Joshua Pereyda"
    ],
    "title": "Fuzzing for Humans: Real Fuzzing in the Real World",
    "booktitle": "Proceedings of DefCon",
    "toolurl": "https://github.com/jtpereyda/boofuzz",
    "targets": [
      "Network"
    ],
    "references": [
      "Sulley",
      "fuzzowski"
    ],
    "color": "blackbox"
  },
  {
    "name": "classfuzz",
    "year": 2016,
    "author": [
      "Yuting Chen",
      "ChenTing Su",
      "Chengnian Sun",
      "SunZhendong Su",
      "Jianjun Zhao"
    ],
    "title": "Coverage-Directed Differential Testing of JVM Implementations",
    "booktitle": "Proceedings of the ACM Conference on Programming Language Design and Implementation",
    "miscurl": [
      "https://tingsu.github.io/files/pldi_jvm.pdf",
      "https://github.com/fengjixuchui/FuzzingPaper/blob/master/Paper/PLDI16_JVM.pptx"
    ],
    "targets": [
      "File"
    ],
    "color": "greybox"
  },
  {
    "name": "classming",
    "year": 2019,
    "author": [
      "Yuting Chen",
      "Ting Su",
      "Zhendong Su"
    ],
    "title": "Deep Differential Testing of JVM Implementations",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "miscurl": [
      "https://tingsu.github.io/files/icse19-classming.pdf"
    ],
    "targets": [
      "File"
    ],
    "references": [
      "classfuzz"
    ],
    "color": "greybox"
  },
  {
    "name": "cross_fuzz",
    "year": 2010,
    "author": [
      "Michał Zalewski"
    ],
    "toolurl": "http://lcamtuf.coredump.cx/cross_fuzz/",
    "targets": [
      "File"
    ],
    "references": [
      "ref_fuzz"
    ],
    "miscurl": [
      "http://lcamtuf.coredump.cx/cross_fuzz/fuzzer_timeline.txt"
    ],
    "color": "blackbox",
    "keywords": [
      "DOM"
    ]
  },
  {
    "name": "dtls-fuzzer",
    "year": 2020,
    "author": [
      "Paul Fiterău-Broştean",
      "Bengt Jonsson",
      "Robert Merget",
      "Joeri de Ruiter",
      "Konstantinos Sagonas",
      "Juraj Somorovsky"
    ],
    "title": "Analysis of DTLS Implementations Using Protocol State Fuzzing",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www.usenix.org/system/files/sec20-fiterau-brostean.pdf"
    ],
    "toolurl": "https://github.com/assist-project/dtls-fuzzer/",
    "references": [
      "TLS-Attacker"
    ],
    "targets": [
      "Network"
    ],
    "color": "blackbox"
  },
  {
    "name": "fsfuzzer",
    "year": 2006,
    "author": [
      "LMH",
      "Steve Grubb",
      "Ilja van Sprundel",
      "Eric Sandeen",
      "Jarod Wilson"
    ],
    "toolurl": "https://github.com/sughodke/fsfuzzer",
    "targets": [
      "Kernel"
    ],
    "color": "blackbox"
  },
  {
    "name": "fuzzowski",
    "year": 2019,
    "author": [
      "Mario Rivas"
    ],
    "title": "Why You Should Fear Your mundane Office Equipment",
    "booktitle": "Proceedings of DefCon",
    "toolurl": "https://github.com/nccgroup/fuzzowski",
    "targets": [
      "Network"
    ],
    "references": [
      "boofuzz"
    ],
    "color": "blackbox"
  },
  {
    "name": "go-fuzz",
    "year": 2015,
    "author": [
      "Dmitry Vyukov"
    ],
    "toolurl": "https://github.com/dvyukov/go-fuzz",
    "references": [
      "LibFuzzer"
    ],
    "targets": [
      "Lib"
    ],
    "miscurl": [
      "https://github.com/dvyukov/go-fuzz/tree/master/slides"
    ],
    "color": "greybox"
  },
  {
    "name": "harbian-qa",
    "year": 2018,
    "author": [
      "HardenedLinux"
    ],
    "toolurl": "https://github.com/hardenedlinux/harbian-qa",
    "targets": [
      "Kernel"
    ],
    "references": [
      "syzkaller"
    ],
    "color": "greybox"
  },
  {
    "name": "honggfuzz",
    "year": 2010,
    "author": [
      "Robert Swiecki",
      "Felix Gröbert"
    ],
    "toolurl": "https://github.com/google/honggfuzz",
    "targets": [
      "File"
    ],
    "references": [
      "EFS"
    ],
    "color": "greybox"
  },
  {
    "name": "jFuzz",
    "year": 2009,
    "author": [
      "Karthick Jayaraman",
      "David Harvison",
      "Vijay Ganesh",
      "Adam Kiezun"
    ],
    "title": "jFuzz: A Concolic Whitebox Fuzzer for Java",
    "booktitle": "Proceedings of the First NASA Forma Methods Symposium",
    "targets": [
      "File"
    ],
    "references": [
      "SAGE"
    ],
    "color": "whitebox"
  },
  {
    "name": "jsfunfuzz",
    "year": 2007,
    "author": [
      "Window Snyder",
      "Mike Shaver",
      "Jesse Ruderman"
    ],
    "title": "Building and Breaking the BrowserWindow Snyder",
    "toolurl": "https://github.com/MozillaSecurity/funfuzz",
    "booktitle": "Proceedings of the Black Hat USA",
    "targets": [
      "File"
    ],
    "color": "blackbox",
    "keywords": [
      "JavaScript"
    ]
  },
  {
    "name": "kAFL",
    "year": 2017,
    "author": [
      "Sergej Schumilo",
      "Cornelius Aschermann",
      "Robert Gawlik",
      "Sebastian Schinzel",
      "Thorsten Holz"
    ],
    "title": "kAFL: Hardware-Assisted Feedback Fuzzing for OS Kernels",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "toolurl": "https://github.com/RUB-SysSec/kAFL",
    "miscurl": [
      "https://www.usenix.org/system/files/conference/usenixsecurity17/sec17-schumilo.pdf"
    ],
    "targets": [
      "Kernel"
    ],
    "references": [
      "AFL",
      "syzkaller",
      "Triforce"
    ],
    "color": "greybox"
  },
  {
    "name": "kb-Anonymity",
    "year": 2011,
    "author": [
      "Aditya Budi",
      "David Lo",
      "Lingxiao Jiang",
      "Lucia"
    ],
    "title": "kb-Anonymity: A Model for Anonymized Behavior-Preserving Test and Debugging Data",
    "booktitle": "Proceedings of the ACM Conference on Programming Language Design and Implementation",
    "targets": [
      "File"
    ],
    "references": [
      "jFuzz"
    ],
    "color": "whitebox"
  },
  {
    "name": "mufuzz",
    "year": "2023",
    "targets": [
      "File"
    ],
    "color": "greybox",
    "references": [
      "LibAFL"
    ],
    "author": [
      "Yongheng Chen",
      "Rui Zhong",
      "Yupeng Yang",
      "Hong Hu",
      "Dinghao Wu",
      "Wenke Lee"
    ],
    "toolurl": "https://github.com/OMH4ck/mufuzz",
    "title": "µFUZZ: Redesign of Parallel Fuzzing using Microservice Architecture",
    "booktitle": "Proceedings of the USENIX Security Symposium",
    "miscurl": [
      "https://www.usenix.org/system/files/usenixsecurity23-chen-yongheng.pdf"
    ]
  },
  {
    "name": "orangfuzz",
    "year": 2013,
    "author": [
      "Gary Kwong"
    ],
    "toolurl": "https://github.com/MozillaSecurity/orangfuzz",
    "targets": [
      "UI"
    ],
    "color": "blackbox"
  },
  {
    "name": "perf_fuzzer",
    "year": 2015,
    "author": [
      "Vincent M. Weaver",
      "Dave Jones"
    ],
    "title": "perf_fuzzer: Targeted Fuzzing of the perf_event_open() System Call",
    "miscurl": [
      "https://pdfs.semanticscholar.org/a80c/f182c22c5e11d523c8af36732576a1d3d8d4.pdf"
    ],
    "targets": [
      "Kernel"
    ],
    "references": [
      "Trinity"
    ],
    "color": "blackbox"
  },
  {
    "name": "radamsa",
    "year": 2011,
    "author": [
      "Aki Helin"
    ],
    "toolurl": "https://gitlab.com/akihe/radamsa",
    "targets": [
      "File",
      "Network"
    ],
    "color": "blackbox"
  },
  {
    "name": "ref_fuzz",
    "year": 2008,
    "author": [
      "Michał Zalewski"
    ],
    "toolurl": "http://lcamtuf.coredump.cx/ref_fuzz5.html",
    "miscurl": [
      "http://lcamtuf.coredump.cx/cross_fuzz/fuzzer_timeline.txt"
    ],
    "targets": [
      "File"
    ],
    "color": "blackbox"
  },
  {
    "name": "sFuzz",
    "year": 2020,
    "author": [
      "Tai D. Nguyen",
      "Long H. Pham",
      "Jun Sun",
      "Yun Lin",
      "Quang Tran Minh"
    ],
    "title": "sFuzz: An Efficient Adaptive Fuzzer for Solidity Smart Contracts",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "targets": [
      "EVM"
    ],
    "toolurl": "https://sfuzz.github.io/",
    "references": [
      "AFL",
      "ContractFuzzer"
    ],
    "color": "greybox"
  },
  {
    "name": "syzkaller",
    "year": 2015,
    "author": [
      "Dmitry Vyukov"
    ],
    "toolurl": "https://github.com/dvyukov/syzkaller",
    "targets": [
      "Kernel"
    ],
    "references": [
      "Trinity",
      "perf_fuzzer"
    ],
    "color": "greybox"
  },
  {
    "name": "tavor",
    "year": 2014,
    "author": [
      "Markus Zimmermann"
    ],
    "toolurl": "https://github.com/zimmski/tavor",
    "targets": [
      "File"
    ],
    "color": "blackbox"
  },
  {
    "name": "tlsfuzzer",
    "year": 2015,
    "author": [
      "Hubert Kario"
    ],
    "toolurl": "https://github.com/tomato42/tlsfuzzer",
    "targets": [
      "Network"
    ],
    "color": "blackbox"
  },
  {
    "name": "tlspuffin",
    "year": "2024",
    "targets": [
      "Network"
    ],
    "color": "greybox",
    "references": [
      "LibAFL"
    ],
    "author": [
      "Max Ammann",
      "Lucca Hirschi",
      "Steve Kremer"
    ],
    "toolurl": "https://github.com/tlspuffin/tlspuffin",
    "title": "DY Fuzzing: Formal Dolev-Yao Models Meet Cryptographic Protocol Fuzz Testing",
    "booktitle": "Proceedings of the IEEE Symposium on Security and Privacy",
    "miscurl": [
      "https://www.computer.org/csdl/proceedings-article/sp/2024/313000a096/1Ub234bjuWA"
    ],
    "keywords": [
      "Dolev-Yao Model"
    ]
  },
  {
    "name": "zzuf",
    "year": 2004,
    "author": [
      "Sam Hocevar"
    ],
    "toolurl": "https://github.com/samhocevar/zzuf",
    "targets": [
      "File"
    ],
    "color": "blackbox"
  },
  {
    "name": "𝜇AFL",
    "year": 2022,
    "targets": [
      "Firmware"
    ],
    "color": "greybox",
    "author": [
      "Wenqiang Li",
      "Jiameng Shi",
      "Fengjun Li",
      "Jingqiang Lin",
      "Wei Wang",
      "Le Guan"
    ],
    "toolurl": "https://github.com/MCUSec/microAFL",
    "title": "𝜇AFL: Non-intrusive Feedback-driven Fuzzing for Microcontroller Firmware",
    "booktitle": "Proceedings of the International Conference on Software Engineering",
    "references": [
      "AFL"
    ],
    "miscurl": [
      "https://arxiv.org/pdf/2202.03013.pdf"
    ]
  }
]