Harry24k / FGSM-pytorchLinks
A pytorch implementation of "Explaining and harnessing adversarial examples"
☆68Updated 6 years ago
Alternatives and similar repositories for FGSM-pytorch
Users that are interested in FGSM-pytorch are comparing it to the libraries listed below
Sorting:
- Simple pytorch implementation of FGSM and I-FGSM☆289Updated 7 years ago
 - a Pytorch implementation of the paper "Generating Adversarial Examples with Adversarial Networks" (advGAN).☆275Updated 4 years ago
 - PyTorch library for adversarial attack and training☆145Updated 6 years ago
 - This repository contains the implementation of three adversarial example attack methods FGSM, IFGSM, MI-FGSM and one Distillation as defe…☆135Updated 4 years ago
 - A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"☆157Updated 6 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
 - Pytorch reimplementation of "One pixel attack for fooling deep neural networks"☆85Updated 7 years ago
 - Tensorflow implementation of Generating Adversarial Examples with Adversarial Networks☆43Updated 6 years ago
 - Improving Transferability of Adversarial Examples with Input Diversity☆166Updated 6 years ago
 - A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"☆59Updated 6 years ago
 - Code for ICML 2019 paper "Simple Black-box Adversarial Attacks"☆199Updated 2 years ago
 - Code for "Adversarial Camouflage: Hiding Physical World Attacks with Natural Styles" (CVPR 2020)☆94Updated 2 years ago
 - PyTorch-1.0 implementation for the adversarial training on MNIST/CIFAR-10 and visualization on robustness classifier.☆253Updated 5 years ago
 - Image Super-Resolution as a Defense Against Adversarial Attacks☆89Updated 6 years ago
 - A novel data-free model stealing method based on GAN☆130Updated 3 years ago
 - A curated list of papers on adversarial machine learning (adversarial examples and defense methods).☆211Updated 3 years ago
 - Code for ICLR2020 "Improving Adversarial Robustness Requires Revisiting Misclassified Examples"☆152Updated 5 years ago
 - Understanding Catastrophic Overfitting in Single-step Adversarial Training [AAAI 2021]☆28Updated 3 years ago
 - A PyTorch Implementation of the UAP attack☆19Updated 6 years ago
 - Attacks Which Do Not Kill Training Make Adversarial Learning Stronger (ICML2020 Paper)☆126Updated 2 years ago
 - AdvAttacks; adversarial examples; FGSM;JSMA;CW;single pixel attack; local search attack;deepfool☆58Updated 6 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 5 years ago
 - The code of ICCV2021 paper "Meta Gradient Adversarial Attack"☆25Updated 3 years ago
 - This is PyTorch Implementation of Universal Adversarial Perturbation (https://arxiv.org/abs/1610.08401)☆46Updated 6 years ago
 - The translation-invariant adversarial attack method to improve the transferability of adversarial examples.☆141Updated 2 years ago
 - ☆41Updated 2 years ago
 - Codes for ICLR 2020 paper "Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets"☆70Updated 4 years ago
 - ☆87Updated 4 years ago
 - Learnable Boundary Guided Adversarial Training (ICCV2021)☆38Updated 10 months ago
 - Adversarial attacks including DeepFool and C&W☆13Updated 6 years ago