dtak / adversarial-robustness-publicLinks
Code for AAAI 2018 accepted paper: "Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing their Input Gradients"
☆55Updated 2 years ago
Alternatives and similar repositories for adversarial-robustness-public
Users that are interested in adversarial-robustness-public are comparing it to the libraries listed below
Sorting:
- Code for the paper "Adversarial Training and Robustness for Multiple Perturbations", NeurIPS 2019☆47Updated 2 years ago
- Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural Network☆62Updated 6 years ago
- ☆25Updated 6 years ago
- code we used in Decision Boundary Analysis of Adversarial Examples https://openreview.net/forum?id=BkpiPMbA-☆27Updated 6 years ago
- Further improve robustness of mixup-trained models in inference (ICLR 2020)☆60Updated 5 years ago
- Adversarial Defense for Ensemble Models (ICML 2019)☆61Updated 4 years ago
- Analysis of Adversarial Logit Pairing☆60Updated 6 years ago
- Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks, in ICCV 2019☆58Updated 5 years ago
- StrAttack, ICLR 2019☆33Updated 6 years ago
- Investigating the robustness of state-of-the-art CNN architectures to simple spatial transformations.☆49Updated 5 years ago
- Semisupervised learning for adversarial robustness https://arxiv.org/pdf/1905.13736.pdf☆142Updated 5 years ago
- Generalized Data-free Universal Adversarial Perturbations☆69Updated 6 years ago
- PyTorch library for adversarial attack and training☆146Updated 6 years ago
- Pytorch Adversarial Attack Framework☆78Updated 6 years ago
- Max Mahalanobis Training (ICML 2018 + ICLR 2020)☆90Updated 4 years ago
- Code for NeurIPS 2019 Paper☆47Updated 5 years ago
- Datasets for the paper "Adversarial Examples are not Bugs, They Are Features"☆188Updated 4 years ago
- Spatially Transformed Adversarial Examples with TensorFlow☆74Updated 6 years ago
- AAAI 2019 oral presentation☆52Updated 2 months ago
- Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural trai…☆175Updated last year
- ☆48Updated 4 years ago
- [ICML 2019] ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation☆54Updated 2 months ago
- Data independent universal adversarial perturbations☆62Updated 5 years ago
- Interval attacks (adversarial ML)☆21Updated 6 years ago
- Code for Stability Training with Noise (STN)☆22Updated 4 years ago
- Project page for our paper: Interpreting Adversarially Trained Convolutional Neural Networks☆66Updated 5 years ago
- Ensemble Adversarial Training on MNIST☆121Updated 8 years ago
- Reverse Cross Entropy for Adversarial Detection (NeurIPS 2018)☆45Updated 4 years ago
- Code for "Robustness May Be at Odds with Accuracy"☆91Updated 2 years ago
- Rob-GAN: Generator, Discriminator and Adversarial Attacker☆85Updated 6 years ago