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@@ -38,6 +38,55 @@ <h2>Selected Publications</h2>
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</header>
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<ul class="alt">
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<li>
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<i>Deep Learning from Imperfectly Labeled Malware Data.</i>,
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F. Alotaibi, E. Goodbrand, S. Maffeis.
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<b>CCS 2025</b>.
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[Coming soon]
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</li>
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<li>
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<i>KnowML: Improving Generalization of ML-NIDS with Attack Knowledge Graphs.</i>,
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X. Guo, A. Merono Penuela, S. Maffeis, F. Pierazzi.
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<b>arXiv 2025</b>.
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[<a href="https://www.arxiv.org/pdf/2506.19802">arXiv</a>]
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</li>
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<li>
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<i>APIRL: Deep Reinforcement Learning for REST API Fuzzing.</i>,
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M. Foley, S. Maffeis.
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<b>AAAI 2025</b>.
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[<a href="papers/aaai25.pdf">PDF</a>]
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</li>
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<li>
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<i>Investigation of Advanced Persistent Threats Network-based Tactics, Techniques and Procedures</i>,
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A. Alageel, S. Maffeis.
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<b>arXiv 2025</b>.
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[<a href="https://arxiv.org/pdf/2502.08830">arXiv</a>]
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</li>
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<li>
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<i>Detecting APT Malware Command and Control over HTTP(S) Using Contextual Summaries</i>,
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A. Alageel, S. Maffeis.
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<b>arXiv 2025</b>.
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[<a href="https://arxiv.org/pdf/2502.05367">arXiv</a>]
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</li>
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<li>
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<i>Helping LLMs Improve Code Generation Using Feedback from Testing and Static Analysis</i>,
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G. Dolcetti, V. Arceri, E. Iotti, S. Maffeis, A. Cortesi, E. Zaffanella.
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<b>arXiv 2024</b>.
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[<a href="https://arxiv.org/pdf/2412.14841">arXiv</a>]
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</li>
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<li>
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<i>HarmLevelBench: Evaluating Harm-Level Compliance and the Impact of Quantization on Model Alignment</i>,
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Y. Belkhiter, G. Zizzo, S. Maffeis.
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<b>SafeGenAI@NeurIPS 2024</b>.
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[<a href="https://arxiv.org/pdf/2411.06835">arXiv</a>]
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</li>
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<li>
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<i>MED: Exploring LLM Memorization on Encrypted Data</i>,
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P. Christodoulou, G. Zizzo, S. Maffeis.
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<b>SafeGenAI@NeurIPS 2024</b>.
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[Coming soon]
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</li>
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<li>
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<i>Mateen: Adaptive Ensemble Learning for Network Anomaly Detection</i>,
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F. Alotaibi, S. Maffeis.

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