rwightman / pytorch-nips2017-attack-exampleLinks
A PyTorch baseline attack example for the NIPS 2017 adversarial competition
☆86Updated 7 years ago
Alternatives and similar repositories for pytorch-nips2017-attack-example
Users that are interested in pytorch-nips2017-attack-example are comparing it to the libraries listed below
Sorting:
- NIPS Adversarial Vision Challenge☆41Updated 6 years ago
- A simple implement of an Adversarial Autoencoding ATN(AAE ATN)☆30Updated 8 years ago
- Code for "Robustness May Be at Odds with Accuracy"☆91Updated 2 years ago
- Analysis of Adversarial Logit Pairing☆60Updated 6 years ago
- ☆25Updated 5 years ago
- Pytorch Adversarial Attack Framework☆78Updated 6 years ago
- Ensemble Adversarial Training on MNIST☆121Updated 8 years ago
- Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"☆135Updated 4 years ago
- Code used in 'Exploring the Space of Black-box Attacks on Deep Neural Networks' (https://arxiv.org/abs/1712.09491)☆61Updated 7 years ago
- Deflecting Adversarial Attacks with Pixel Deflection☆71Updated 7 years ago
- [ICCV'19] Improving Adversarial Robustness via Guided Complement Entropy☆40Updated 5 years ago
- Notebooks for reproducing the paper "Computer Vision with a Single (Robust) Classifier"☆128Updated 5 years ago
- Mitigating Adversarial Effects Through Randomization☆120Updated 7 years ago
- Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks, in ICCV 2019☆58Updated 5 years ago
- Pytorch code to generate adversarial examples on mnist and ImageNet data.☆117Updated 6 years ago
- Source code for Learning Transferable Adversarial Examples via Ghost Networks (AAAI2020)☆58Updated 6 years ago
- Investigating the robustness of state-of-the-art CNN architectures to simple spatial transformations.☆49Updated 5 years ago
- Robustness vs Accuracy Survey on ImageNet☆98Updated 3 years ago
- PyTorch library for adversarial attack and training☆145Updated 6 years ago
- Code for the unrestricted adversarial examples paper (NeurIPS 2018)☆64Updated 5 years ago
- Data independent universal adversarial perturbations☆62Updated 5 years ago
- Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural trai…☆175Updated last year
- Generating Natural Adversarial Examples, ICLR 2018☆143Updated 7 years ago
- Provable Robustness of ReLU networks via Maximization of Linear Regions [AISTATS 2019]☆32Updated 4 years ago
- Datasets for the paper "Adversarial Examples are not Bugs, They Are Features"☆187Updated 4 years ago
- ☆87Updated 10 months ago
- Tensorflow Implementation of Adversarial Attack to Capsule Networks☆172Updated 7 years ago
- Spatially Transformed Adversarial Examples with TensorFlow☆74Updated 6 years ago
- A rich-documented PyTorch implementation of Carlini-Wagner's L2 attack.☆60Updated 6 years ago
- Generalized Data-free Universal Adversarial Perturbations☆69Updated 6 years ago