zzd1992 / Adversarial-Defense-by-Suppressing-High-Frequencies
An efficient adversarial defense method with strong insights which won the fifth place of the IJCAI-2019 Alibaba Adversarial AI Challenge.
☆11Updated 5 years ago
Alternatives and similar repositories for Adversarial-Defense-by-Suppressing-High-Frequencies:
Users that are interested in Adversarial-Defense-by-Suppressing-High-Frequencies are comparing it to the libraries listed below
- A Frank-Wolfe Framework for Efficient and Effective Adversarial Attacks (AAAI'20)☆11Updated 4 years ago
- AAAI 2019 oral presentation☆50Updated last week
- Universal Adversarial Networks☆33Updated 6 years ago
- The implementation of 'Curls & Whey: Boosting Black-Box Adversarial Attacks' in pytorch☆60Updated 5 years ago
- Improving the Generalization of Adversarial Training with Domain Adaptation☆33Updated 6 years ago
- Image Super-Resolution as a Defense Against Adversarial Attacks☆91Updated 6 years ago
- Understanding Catastrophic Overfitting in Single-step Adversarial Training [AAAI 2021]☆28Updated 2 years ago
- [CVPR'19] Trust Region Based Adversarial Attack☆20Updated 4 years ago
- Code for our NeurIPS 2020 paper Backpropagating Linearly Improves Transferability of Adversarial Examples.☆42Updated 2 years ago
- Code for the unrestricted adversarial examples paper (NeurIPS 2018)☆64Updated 5 years ago
- Ensemble Adversarial Training on MNIST with pytorch☆20Updated 6 years ago
- ☆40Updated last year
- Implementation of Wasserstein adversarial attacks.☆23Updated 4 years ago
- code we used in Decision Boundary Analysis of Adversarial Examples https://openreview.net/forum?id=BkpiPMbA-☆27Updated 6 years ago
- Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adve…☆95Updated 4 years ago
- Code for FAB-attack☆32Updated 4 years ago
- A simple implement of an Adversarial Autoencoding ATN(AAE ATN)☆30Updated 7 years ago
- ☆48Updated 4 years ago
- Strongest attack against Feature Scatter and Adversarial Interpolation☆25Updated 5 years ago
- Code for the NeurIPS 2019 submission: "Improving Black-box Adversarial Attacks with a Transfer-based Prior".☆16Updated 4 years ago
- Code for Black-Box Adversarial Attack with Transferable Model-based Embedding☆57Updated 4 years ago
- Pytorch Adversarial Attack Framework☆78Updated 6 years ago
- white box adversarial attack☆38Updated 4 years ago
- Code for "Diversity can be Transferred: Output Diversification for White- and Black-box Attacks"☆53Updated 4 years ago
- Implementation of the Biased Boundary Attack for the NeurIPS 2018 Adversarial Vision Challenge☆13Updated 5 years ago
- Tensorflow implementation of Generating Adversarial Examples with Adversarial Networks☆42Updated 6 years ago
- Spatially Transformed Adversarial Examples with TensorFlow☆74Updated 6 years ago
- Mitigating Adversarial Effects Through Randomization☆121Updated 7 years ago
- Code for the paper "Adversarial Training and Robustness for Multiple Perturbations", NeurIPS 2019☆47Updated 2 years ago
- A fast sparse attack on deep neural networks.☆50Updated 4 years ago