haizhongzheng / ATTA
ATTA (Efficient Adversarial Training with Transferable Adversarial Examples)
☆35Updated 4 years ago
Alternatives and similar repositories for ATTA:
Users that are interested in ATTA are comparing it to the libraries listed below
- ☆57Updated 2 years ago
- Code for ICLR2020 "Improving Adversarial Robustness Requires Revisiting Misclassified Examples"☆145Updated 4 years ago
- Code for "On Adaptive Attacks to Adversarial Example Defenses"☆86Updated 4 years ago
- Code for "Diversity can be Transferred: Output Diversification for White- and Black-box Attacks"☆53Updated 4 years ago
- the paper "Geometry-aware Instance-reweighted Adversarial Training" ICLR 2021 oral☆59Updated 3 years ago
- Code for our NeurIPS 2020 paper Backpropagating Linearly Improves Transferability of Adversarial Examples.☆42Updated 2 years ago
- Simple yet effective targeted transferable attack (NeurIPS 2021)☆48Updated 2 years ago
- Repository for Certified Defenses for Adversarial Patch ICLR-2020☆32Updated 4 years ago
- ☆16Updated 5 years ago
- Feature Scattering Adversarial Training (NeurIPS19)☆72Updated 9 months ago
- Implementation of Wasserstein adversarial attacks.☆22Updated 4 years ago
- Official Tensorflow implementation for "Improving Adversarial Transferability via Neuron Attribution-based Attacks" (CVPR 2022)☆34Updated last year
- A Unified Approach to Interpreting and Boosting Adversarial Transferability (ICLR2021)☆29Updated 2 years ago
- [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning☆32Updated 2 years ago
- Detection of adversarial examples using influence functions and nearest neighbors☆34Updated 2 years ago
- Adversarial Defense for Ensemble Models (ICML 2019)☆61Updated 4 years ago
- ☆40Updated last year
- Strongest attack against Feature Scatter and Adversarial Interpolation☆25Updated 5 years ago
- Adversarial Robustness, White-box, Adversarial Attack☆50Updated 2 years ago
- Codes for ICLR 2020 paper "Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets"☆71Updated 4 years ago
- Sparse and Imperceivable Adversarial Attacks (accepted to ICCV 2019).☆40Updated 4 years ago
- Code for generating adversarial color-shifted images☆19Updated 5 years ago
- Code for "PatchCleanser: Certifiably Robust Defense against Adversarial Patches for Any Image Classifier"☆37Updated last year
- Adversarial Distributional Training (NeurIPS 2020)☆62Updated 3 years ago
- [ICLR 2021] "Robust Overfitting may be mitigated by properly learned smoothening" by Tianlong Chen*, Zhenyu Zhang*, Sijia Liu, Shiyu Chan…☆46Updated 3 years ago
- ☆21Updated 2 years ago
- Code and data for the ICLR 2021 paper "Perceptual Adversarial Robustness: Defense Against Unseen Threat Models".☆55Updated 3 years ago
- Boosting the Transferability of Adversarial Attacks with Reverse Adversarial Perturbation (NeurIPS 2022)☆33Updated 2 years ago
- Code for FAB-attack☆32Updated 4 years ago
- Universal Adversarial Perturbations (UAPs) for PyTorch☆48Updated 3 years ago