aamir-mustafa / pcl-adversarial-defense
Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks, in ICCV 2019
☆59Updated 5 years ago
Alternatives and similar repositories for pcl-adversarial-defense:
Users that are interested in pcl-adversarial-defense are comparing it to the libraries listed below
- Further improve robustness of mixup-trained models in inference (ICLR 2020)☆60Updated 4 years ago
- Pytorch Adversarial Attack Framework☆78Updated 5 years ago
- ☆25Updated 5 years ago
- Spatially Transformed Adversarial Examples with TensorFlow☆72Updated 6 years ago
- Code for ICLR2020 "Improving Adversarial Robustness Requires Revisiting Misclassified Examples"☆144Updated 4 years ago
- Understanding and Improving Fast Adversarial Training [NeurIPS 2020]☆95Updated 3 years ago
- Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"☆134Updated 4 years ago
- Project page for our paper: Interpreting Adversarially Trained Convolutional Neural Networks☆65Updated 5 years ago
- Feature Scattering Adversarial Training (NeurIPS19)☆72Updated 8 months ago
- Source code for Learning Transferable Adversarial Examples via Ghost Networks (AAAI2020)☆59Updated 5 years ago
- StrAttack, ICLR 2019☆32Updated 5 years ago
- Source code for Regional Homogeneity: Towards Learning Transferable Universal Adversarial Perturbations Against Defenses (ECCV 2020)☆41Updated 5 years ago
- PyTorch library for adversarial attack and training☆143Updated 6 years ago
- Semisupervised learning for adversarial robustness https://arxiv.org/pdf/1905.13736.pdf☆140Updated 4 years ago
- Code for FAB-attack☆32Updated 4 years ago
- Adversarial Defense for Ensemble Models (ICML 2019)☆61Updated 4 years ago
- A pytorch re-implementation for paper "Towards Deep Learning Models Resistant to Adversarial Attacks"☆19Updated 5 years ago
- Investigating the robustness of state-of-the-art CNN architectures to simple spatial transformations.☆49Updated 5 years ago
- Visualization of Adversarial Examples☆33Updated 6 years ago
- Improving Transferability of Adversarial Examples with Input Diversity☆162Updated 5 years ago
- [ICML 2019] ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation☆54Updated 5 months ago
- A simple implement of an Adversarial Autoencoding ATN(AAE ATN)☆30Updated 7 years ago
- A fast sparse attack on deep neural networks.☆50Updated 4 years ago
- Code for the unrestricted adversarial examples paper (NeurIPS 2018)☆64Updated 5 years ago
- [ICCV 2019] Enhancing Adversarial Example Transferability with an Intermediate Level Attack (https://arxiv.org/abs/1907.10823)☆77Updated 5 years ago
- Pytorch implementation of Universal Adverserial Perturbation and Fast Feature Fool☆22Updated 5 years ago
- ☆22Updated 4 years ago
- RayS: A Ray Searching Method for Hard-label Adversarial Attack (KDD2020)☆56Updated 4 years ago
- Code for "Robustness May Be at Odds with Accuracy"☆92Updated last year
- Image Super-Resolution as a Defense Against Adversarial Attacks☆91Updated 6 years ago