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Central Difference Convolutional Networks

Fast_adversarial ⭐ 118

Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"

[CVPR 2020] When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks

Adversarial Examples Paper ⭐ 41

Paper list of Adversarial Examples

Robust_physical_perturbations ⭐ 35

Public release of code for Robust Physical-World Attacks on Deep Learning Visual Classification (Eykholt et al., CVPR 2018)

Adv_summaries ⭐ 19

Short Summaries for papers in Adversarial Attacks and Defenses. Linked to a related blog post:

Dr_cvpr20 ⭐ 13

Kervolution Under Adversarial Attack Pytorch ⭐ 9

implement Kervolutional Neural Networks (CVPR, 2019) and compare with CNN under the white box attack

Adversarial Attack Papers ⭐ 8

Awesome Real World Adversarial Examples ⭐ 6

😎 A curated list of awesome real-world adversarial examples resources

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