wangjksjtu / awesome-AML
A curated list of awesome adversarial attack and defense papers
☆39Updated 3 years ago
Related projects: ⓘ
- ☆57Updated 2 years ago
- Adversarial Distributional Training (NeurIPS 2020)☆61Updated 3 years ago
- Code for ICLR2020 "Improving Adversarial Robustness Requires Revisiting Misclassified Examples"☆143Updated 3 years ago
- A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"☆52Updated 5 years ago
- Code for "Diversity can be Transferred: Output Diversification for White- and Black-box Attacks"☆52Updated 3 years ago
- ☆63Updated 3 years ago
- Universal Adversarial Perturbations (UAPs) for PyTorch☆45Updated 3 years ago
- Adversarial Robustness, White-box, Adversarial Attack☆49Updated 2 years ago
- Code for "On Adaptive Attacks to Adversarial Example Defenses"☆84Updated 3 years ago
- Attacks Which Do Not Kill Training Make Adversarial Learning Stronger (ICML2020 Paper)☆124Updated last year
- A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"☆144Updated 5 years ago
- A curated list of papers on adversarial machine learning (adversarial examples and defense methods).☆210Updated 2 years ago
- ☆55Updated 2 years ago
- Repository for Certified Defenses for Adversarial Patch ICLR-2020☆32Updated 4 years ago
- Code for LAS-AT: Adversarial Training with Learnable Attack Strategy (CVPR2022)☆105Updated 2 years ago
- Paper sharing in adversary related works☆43Updated 3 weeks ago
- ReColorAdv and other attacks from the NeurIPS 2019 paper "Functional Adversarial Attacks"☆35Updated 2 years ago
- ☆76Updated 3 years ago
- ☆59Updated 7 months ago
- [NeurIPS'20] Learning Black-Box Attackers with Transferable Priors and Query Feedback☆35Updated 3 years ago
- Official repository for "A Self-supervised Approach for Adversarial Robustness" (CVPR 2020--Oral)☆95Updated 3 years ago
- 😎 A curated list of awesome real-world adversarial examples resources☆56Updated 4 years ago
- Paper list of Adversarial Examples☆42Updated 11 months ago
- [ICCV 2019] Enhancing Adversarial Example Transferability with an Intermediate Level Attack (https://arxiv.org/abs/1907.10823)☆75Updated 4 years ago
- ATTA (Efficient Adversarial Training with Transferable Adversarial Examples)☆32Updated 4 years ago
- Code for our NeurIPS 2020 paper Backpropagating Linearly Improves Transferability of Adversarial Examples.☆42Updated last year
- code for "Feature Importance-aware Transferable Adversarial Attacks"☆73Updated 2 years ago
- Code for our NeurIPS 2020 paper Practical No-box Adversarial Attacks against DNNs.☆33Updated 3 years ago
- ☆41Updated last year
- Square Attack: a query-efficient black-box adversarial attack via random search [ECCV 2020]☆149Updated 4 years ago