pfnet-research / nips17-adversarial-attackLinks
Submission to Kaggle NIPS'17 competition on adversarial examples (non-targeted adversarial attack track)
☆148Updated 6 years ago
Alternatives and similar repositories for nips17-adversarial-attack
Users that are interested in nips17-adversarial-attack are comparing it to the libraries listed below
Sorting:
- A PyTorch baseline attack example for the NIPS 2017 adversarial competition☆86Updated 7 years ago
- Ensemble Adversarial Training on MNIST☆121Updated 8 years ago
- NIPS Adversarial Vision Challenge☆41Updated 6 years ago
- Tensorflow Implementation of Adversarial Attack to Capsule Networks☆172Updated 7 years ago
- Countering Adversarial Image using Input Transformations.☆496Updated 3 years ago
- Pytorch code to generate adversarial examples on mnist and ImageNet data.☆117Updated 6 years ago
- Generating Natural Adversarial Examples, ICLR 2018☆143Updated 7 years ago
- ☆66Updated 7 years ago
- Crafting adversarial images☆223Updated 6 years ago
- Deflecting Adversarial Attacks with Pixel Deflection☆71Updated 7 years ago
- Robustness vs Accuracy Survey on ImageNet☆98Updated 3 years ago
- 5th place solution in "NIPS 2017: Non-targeted Adversarial Attack" (with solution in targeted attack and defence)☆10Updated 7 years ago
- Analysis of Adversarial Logit Pairing☆60Updated 6 years ago
- Related materials for robust and explainable machine learning☆48Updated 7 years ago
- On the decision boundary of deep neural networks☆38Updated 6 years ago
- An implementation of the 'fast gradient sign method' from the paper 'Explaining and Harnessing Adversarial Examples'☆55Updated 8 years ago
- The winning submission for NIPS 2017: Defense Against Adversarial Attack of team TSAIL☆238Updated 7 years ago
- Code for "Robustness May Be at Odds with Accuracy"☆91Updated 2 years ago
- Circumventing the defense in "Ensemble Adversarial Training: Attacks and Defenses"☆38Updated 7 years ago
- VizSec17: Web-based visualization tool for adversarial machine learning / LiveDemo☆130Updated 2 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
- Code for "Black-box Adversarial Attacks with Limited Queries and Information" (http://arxiv.org/abs/1804.08598)☆179Updated 3 years ago
- GANs with multiple Discriminators☆78Updated 2 years ago
- Data independent universal adversarial perturbations☆62Updated 5 years ago
- Implementation of Virtual adversarial training with chainer☆40Updated 7 years ago
- It turns out that adversarial and clean data are not twins, not at all.☆19Updated 8 years ago
- Code corresponding to the paper "Adversarial Examples are not Easily Detected..."☆87Updated 7 years ago
- A simple implement of an Adversarial Autoencoding ATN(AAE ATN)☆30Updated 8 years ago
- A Tensorflow implementation of Deep Convolutional Generative Adversarial Networks trained on Fashion-MNIST, CIFAR-10, etc.☆71Updated 7 years ago
- Tensorflow implementation of Our APE-GAN☆23Updated 7 years ago