zhengliz / natural-adversary
Generating Natural Adversarial Examples, ICLR 2018
☆142Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for natural-adversary
- Ensemble Adversarial Training on MNIST☆121Updated 7 years ago
- This is the reading list mainly on adversarial examples (attacks, defenses, etc.) I try to keep and update regularly.☆221Updated 5 years ago
- PyTorch library for adversarial attack and training☆143Updated 5 years ago
- Rob-GAN: Generator, Discriminator and Adversarial Attacker☆83Updated 5 years ago
- Official TensorFlow Implementation of Adversarial Training for Free! which trains robust models at no extra cost compared to natural trai…☆173Updated 6 months ago
- ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks☆166Updated 3 years ago
- Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)☆231Updated 5 years ago
- Code for "Detecting Adversarial Samples from Artifacts" (Feinman et al., 2017)☆108Updated 6 years ago
- Pytorch code to generate adversarial examples on mnist and ImageNet data.☆116Updated 5 years ago
- A simple implement of an Adversarial Autoencoding ATN(AAE ATN)☆30Updated 7 years ago
- An implementation of the 'fast gradient sign method' from the paper 'Explaining and Harnessing Adversarial Examples'☆53Updated 7 years ago
- Pytorch Adversarial Attack Framework☆78Updated 5 years ago
- A PyTorch baseline attack example for the NIPS 2017 adversarial competition☆85Updated 7 years ago
- Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adve…☆92Updated 3 years ago
- Mitigating Adversarial Effects Through Randomization☆118Updated 6 years ago
- CAAD 2018 winning submissions☆34Updated 5 years ago
- Code for the CVPR 2019 article "Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses"☆134Updated 3 years ago
- Public repo for transferability ICLR 2017 paper☆49Updated 5 years ago
- ☆37Updated 4 years ago
- AAAI 2019 oral presentation☆50Updated 3 months ago
- Robustness vs Accuracy Survey on ImageNet☆99Updated 3 years ago
- Implementation code for the paper "Generating Natural Language Adversarial Examples"☆167Updated 5 years ago
- Code corresponding to the paper "Adversarial Examples are not Easily Detected..."☆84Updated 7 years ago
- Show-and-Fool: Adversarial Examples for Image Captioning task☆55Updated 3 years ago
- Adversarial examples for Seq2Seq model in NLP☆39Updated 6 years ago
- Analysis of Adversarial Logit Pairing☆60Updated 6 years ago
- A targeted adversarial attack method, which won the NIPS 2017 targeted adversarial attacks competition☆129Updated 6 years ago
- A non-targeted adversarial attack method, which won the first place in NIPS 2017 non-targeted adversarial attacks competition☆243Updated 5 years ago
- Code for AAAI 2018 accepted paper: "Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing the…☆54Updated last year
- Code used in 'Exploring the Space of Black-box Attacks on Deep Neural Networks' (https://arxiv.org/abs/1712.09491)☆61Updated 6 years ago