sangxia / nips-2017-adversarialLinks
Adversarial Attacks and Defenses of Image Classifiers, NIPS 2017 competition track
☆45Updated 7 years ago
Alternatives and similar repositories for nips-2017-adversarial
Users that are interested in nips-2017-adversarial are comparing it to the libraries listed below
Sorting:
- CAAD 2018 winning submissions☆35Updated 6 years ago
- A non-targeted adversarial attack method, which won the first place in NIPS 2017 non-targeted adversarial attacks competition☆251Updated 5 years ago
- A targeted adversarial attack method, which won the NIPS 2017 targeted adversarial attacks competition☆133Updated 7 years ago
- For Competition on Adversarial Attacks and Defenses 2018☆40Updated 6 years ago
- Mitigating Adversarial Effects Through Randomization☆120Updated 7 years ago
- The winning submission for NIPS 2017: Defense Against Adversarial Attack of team TSAIL☆238Updated 7 years ago
- The implementation of 'Curls & Whey: Boosting Black-Box Adversarial Attacks' in pytorch☆60Updated 6 years ago
- Robustness vs Accuracy Survey on ImageNet☆98Updated 3 years ago
- ☆79Updated 5 years ago
- Improving Transferability of Adversarial Examples with Input Diversity☆164Updated 6 years ago
- The code for ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples (CVPR2019)☆114Updated 3 years ago
- EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples☆40Updated 6 years ago
- Rob-GAN: Generator, Discriminator and Adversarial Attacker☆85Updated 6 years ago
- PyTorch library for adversarial attack and training☆145Updated 6 years ago
- 5th place solution in "NIPS 2017: Non-targeted Adversarial Attack" (with solution in targeted attack and defence)☆10Updated 7 years ago
- Ensemble Adversarial Training on MNIST☆121Updated 8 years ago
- Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)☆242Updated 5 years ago
- No.2 solution of Tianchi ImageNet Adversarial Attack Challenge.☆42Updated last year
- An implementation of the 'fast gradient sign method' from the paper 'Explaining and Harnessing Adversarial Examples'☆55Updated 8 years ago
- A simple implement of an Adversarial Autoencoding ATN(AAE ATN)☆30Updated 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
- Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adve…☆98Updated 4 years ago
- white box adversarial attack☆38Updated 4 years ago
- Black-Box Adversarial Attack on Public Face Recognition Systems☆416Updated 4 years ago
- The translation-invariant adversarial attack method to improve the transferability of adversarial examples.☆141Updated last year
- ☆48Updated 4 years ago
- Code to reproduce the attacks and defenses for the entries "JeromeR" in the NIPS 2018 Adversarial Vision Challenge☆19Updated 6 years ago
- Simple pytorch implementation of FGSM and I-FGSM☆290Updated 7 years ago
- Code for ICML 2019 paper "Simple Black-box Adversarial Attacks"☆197Updated 2 years ago
- Codes for reproducing the white-box adversarial attacks in “EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples,” …☆21Updated 6 years ago