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Issues list

Defending Against Universal Attacks Through Selective Feature Regeneration [CVPR 2020] Adversarial Example Computer Vision
#37 opened Oct 20, 2020 by futakw
@futakw
Interpreting Adversarially Trained Convolutional Neural Networks [ICML 2019] Adversarial Example Computer Vision
#36 opened Oct 20, 2020 by futakw
@futakw
Certified adversarial robustness via randomized smoothing [ICML 2019] Adversarial Example Computer Vision
#35 opened Oct 15, 2020 by futakw
@futakw
Adversarial Neural Pruning with Latent Vulnerability Suppression [ICML 2020] Adversarial Example Computer Vision
#34 opened Oct 15, 2020 by futakw
@futakw
Robustness May Be at Odds with Accuracy [ICLR2019] Adversarial Example Computer Vision
#31 opened Oct 3, 2020 by futakw
@futakw
Theoretically Principled Trade-off between Robustness and Accuracy [ICML 2019] Adversarial Example Computer Vision
#30 opened Oct 3, 2020 by futakw
@futakw
Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples [ICML2018] Adversarial Example Computer Vision
#29 opened Oct 3, 2020 by futakw
@futakw
White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks [2019] Adversarial Example Knowledge Distillation NLP
#25 opened Sep 12, 2020 by Sosuke115
@Sosuke115
機械翻訳に関するAdversarial exampleとKnowledge distillationまとめ Adversarial Example Knowledge Distillation Machine translation
#23 opened Sep 5, 2020 by Sosuke115
@Sosuke115
1
Shape Features Improve General Model Robustness [2019] ICLR 2020 rejected Adversarial Example Computer Vision Human Vision Inspired
#22 opened Sep 4, 2020 by futakw
@futakw
Shape Defense [2020] Adversarial Example Computer Vision Human Vision Inspired
#21 opened Sep 3, 2020 by futakw
@futakw
Informative Dropout for Robust Representation Learning: A Shape-bias Perspective [ICML2020] Adversarial Example Computer Vision Human Vision Inspired
#20 opened Sep 3, 2020 by futakw
@futakw
1
Towards Achieving Adversarial Robustness by Enforcing Feature Consistency Across Bit Planes [CVPR2020] Adversarial Example Computer Vision Human Vision Inspired
#19 opened Sep 3, 2020 by futakw
@futakw
1
Proper Network Interpretability Helps Adversarial Robustness in Classification [ICML2020] Adversarial Example Computer Vision XAI
#18 opened Sep 2, 2020 by futakw
@futakw
(RandMix) Defending against Whitebox Adversarial Attacks via Randomized Discretization [2019] Adversarial Example Computer Vision
#17 opened Sep 2, 2020 by futakw
@futakw
(Bit-Red) Feature Squeezing: Detecting Adversarial Examples in Deep Neural Networks [2017] NDSS 2018 Adversarial Example Computer Vision
#16 opened Sep 2, 2020 by futakw
@futakw
(MMC loss) Rethinking Softmax Cross-Entropy Loss for Adversarial Robustness [ICLR2020 poster] Adversarial Example Computer Vision
#15 opened Sep 2, 2020 by futakw
@futakw
Adversarial Examples are not Bugs, they are Features [2019] Adversarial Example Computer Vision
#14 opened Sep 2, 2020 by futakw
@futakw
Countering Adversarial Images using Input Transformations [ICLR2018] Adversarial Example Computer Vision
#13 opened Sep 2, 2020 by futakw
@futakw
Feature Denoising for Improving Adversarial Robustness [CVPR2019] Adversarial Example Computer Vision
#12 opened Sep 2, 2020 by futakw
@futakw
(ALP) Adversarial Logit Pairing [2018] Adversarial Example Computer Vision
#11 opened Sep 2, 2020 by futakw
@futakw
1
Towards Deep Learning Models Resistant to Adversarial Attacks [ICLR2018] Adversarial Example Computer Vision
#10 opened Sep 2, 2020 by futakw
@futakw
Robust Neural Machine Translation with Doubly Adversarial Inputs [2019] Adversarial Example NLP
#8 opened Aug 28, 2020 by Sosuke115
@Sosuke115
1
SYNTHETIC AND NATURAL NOISE BOTH BREAK NEURAL MACHINE TRANSLATION [ICLR, 2018] Adversarial Example Machine translation NLP
#6 opened Aug 28, 2020 by Sosuke115
@Sosuke115
1
Distillation as a Defense to Adversarial Perturbations against Deep Neural Networks [2016] Adversarial Example Knowledge Distillation
#3 opened Aug 27, 2020 by Sosuke115
@Sosuke115
1
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