mathcbc / advGAN_pytorchLinks
a Pytorch implementation of the paper "Generating Adversarial Examples with Adversarial Networks" (advGAN).
☆275Updated 4 years ago
Alternatives and similar repositories for advGAN_pytorch
Users that are interested in advGAN_pytorch are comparing it to the libraries listed below
Sorting:
- Code for "Adversarial Camouflage: Hiding Physical World Attacks with Natural Styles" (CVPR 2020)☆94Updated 2 years ago
- Tensorflow implementation of Generating Adversarial Examples with Adversarial Networks☆43Updated 6 years ago
- The translation-invariant adversarial attack method to improve the transferability of adversarial examples.☆142Updated 2 years ago
- Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adve…☆99Updated 4 years ago
- Simple pytorch implementation of FGSM and I-FGSM☆290Updated 7 years ago
- Improving Transferability of Adversarial Examples with Input Diversity☆167Updated 6 years ago
- My entry for ICLR 2018 Reproducibility Challenge for paper Synthesizing robust adversarial examples https://openreview.net/pdf?id=BJDH5M-…☆74Updated 7 years ago
- A curated list of papers on adversarial machine learning (adversarial examples and defense methods).☆212Updated 3 years ago
- Enhancing the Transferability of Adversarial Attacks through Variance Tuning☆90Updated last year
- A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"☆158Updated 6 years ago
- Code for ICML 2019 paper "Simple Black-box Adversarial Attacks"☆199Updated 2 years ago
- ☆71Updated 4 years ago
- Implementation of https://arxiv.org/abs/1610.08401 for the CS-E4070 - Special Course in Machine Learning and Data Science: Advanced Topic…☆64Updated 6 years ago
- A PyTorch implementation of universal adversarial perturbation (UAP) which is more easy to understand and implement.☆54Updated 3 years ago
- A pytorch implementation of "Explaining and harnessing adversarial examples"☆68Updated 6 years ago
- The code for ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples (CVPR2019)☆115Updated 3 years ago
- A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"☆60Updated 6 years ago
- Pytorch implementation of Adversarial Patch on ImageNet (arXiv: https://arxiv.org/abs/1712.09665)☆64Updated 5 years ago
- A non-targeted adversarial attack method, which won the first place in NIPS 2017 non-targeted adversarial attacks competition☆252Updated 6 years ago
- Pytorch implementation for MagNet: a Two-Pronged Defense against Adversarial Examples☆15Updated 6 years ago
- Public release of code for Robust Physical-World Attacks on Deep Learning Visual Classification (Eykholt et al., CVPR 2018)☆111Updated 4 years ago
- Patch-wise iterative attack (accepted by ECCV 2020) to improve the transferability of adversarial examples.☆93Updated 3 years ago
- This is PyTorch Implementation of Universal Adversarial Perturbation (https://arxiv.org/abs/1610.08401)☆46Updated 6 years ago
- Code for "Adversarial attack by dropping information." (ICCV 2021)☆78Updated 3 years ago
- AdvAttacks; adversarial examples; FGSM;JSMA;CW;single pixel attack; local search attack;deepfool☆59Updated 6 years ago
- ☆53Updated 3 years ago
- [ICLR 2020] A repository for extremely fast adversarial training using FGSM☆449Updated last year
- ☆88Updated 4 years ago
- code for "Feature Importance-aware Transferable Adversarial Attacks"☆87Updated 3 years ago
- The code of ICCV2021 paper "Meta Gradient Adversarial Attack"☆25Updated 3 years ago