nitarshan / one-pixel-attack
PyTorch implementation of "One Pixel Attack for Fooling Deep Neural Networks"
☆23Updated 6 years ago
Alternatives and similar repositories for one-pixel-attack:
Users that are interested in one-pixel-attack are comparing it to the libraries listed below
- PyTorch library for adversarial attack and training☆145Updated 6 years ago
- Code for the paper "Adversarial Training and Robustness for Multiple Perturbations", NeurIPS 2019☆47Updated 2 years ago
- This repository is for NeurIPS 2018 spotlight paper "Attacks Meet Interpretability: Attribute-steered Detection of Adversarial Samples."☆31Updated 2 years ago
- A rich-documented PyTorch implementation of Carlini-Wagner's L2 attack.☆60Updated 6 years ago
- Code for AAAI 2018 accepted paper: "Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing the…☆55Updated 2 years ago
- AAAI 2019 oral presentation☆50Updated 8 months ago
- Code for the unrestricted adversarial examples paper (NeurIPS 2018)☆64Updated 5 years ago
- Data independent universal adversarial perturbations☆61Updated 5 years ago
- Feature Scattering Adversarial Training (NeurIPS19)☆72Updated 10 months ago
- ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks☆169Updated 3 years ago
- Rob-GAN: Generator, Discriminator and Adversarial Attacker☆84Updated 5 years ago
- ☆40Updated last year
- ☆54Updated 2 years ago
- A pytorch implementation of "Explaining and harnessing adversarial examples"☆67Updated 5 years ago
- Blackbox attacks for deep neural network models☆69Updated 6 years ago
- Code for ICLR2020 "Improving Adversarial Robustness Requires Revisiting Misclassified Examples"☆146Updated 4 years ago
- This repository contains implementation of 4 adversarial attacks : FGSM, Basic Iterative Method, Projected Gradient Descent(Madry's Attac…☆32Updated 6 years ago
- Analysis of Adversarial Logit Pairing☆60Updated 6 years ago
- Pytorch Adversarial Attack Framework☆78Updated 5 years ago
- Code for "Prior Convictions: Black-Box Adversarial Attacks with Bandits and Priors"☆63Updated 5 years ago
- Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adve…☆95Updated 4 years ago
- Generative Adversarial Perturbations (CVPR 2018)☆137Updated 4 years ago
- ☆85Updated 4 years ago
- Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".☆123Updated 4 years ago
- Code for "Diversity can be Transferred: Output Diversification for White- and Black-box Attacks"☆53Updated 4 years ago
- Adversarial Defense for Ensemble Models (ICML 2019)☆61Updated 4 years ago
- Mitigating Adversarial Effects Through Randomization☆119Updated 7 years ago
- Image Super-Resolution as a Defense Against Adversarial Attacks☆91Updated 6 years ago
- ☆47Updated 4 years ago
- Adversarial Examples: Attacks and Defenses for Deep Learning☆32Updated 6 years ago