Alternatives and similar repositories for FGSM-pytorch

Users that are interested in FGSM-pytorch are comparing it to the libraries listed below

• 1Konny / FGSM
  Simple pytorch implementation of FGSM and I-FGSM
  ☆290Updated 7 years ago
• mathcbc / advGAN_pytorch
  a Pytorch implementation of the paper "Generating Adversarial Examples with Adversarial Networks" (advGAN).
  ☆271Updated 4 years ago
• Harry24k / CW-pytorch
  A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"
  ☆58Updated 5 years ago
• NetoPedro / Universal-Adversarial-Perturbations-Pytorch
  Implementation of https://arxiv.org/abs/1610.08401 for the CS-E4070 - Special Course in Machine Learning and Data Science: Advanced Topic…
  ☆62Updated 5 years ago
• as791 / Adversarial-Example-Attack-and-Defense
  This repository contains the implementation of three adversarial example attack methods FGSM, IFGSM, MI-FGSM and one Distillation as defe…
  ☆131Updated 4 years ago
• greentfrapp / boundary-attack
  Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adve…
  ☆98Updated 4 years ago
• cg563 / simple-blackbox-attack
  Code for ICML 2019 paper "Simple Black-box Adversarial Attacks"
  ☆197Updated 2 years ago
• wanglouis49 / pytorch-adversarial_box
  PyTorch library for adversarial attack and training
  ☆145Updated 6 years ago
• Harry24k / PGD-pytorch
  A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"
  ☆156Updated 5 years ago
• zhoumingyi / DaST
  A novel data-free model stealing method based on GAN
  ☆127Updated 2 years ago
• tao-bai / attack-and-defense-methods
  A curated list of papers on adversarial machine learning (adversarial examples and defense methods).
  ☆210Updated 3 years ago
• giladcohen / NNIF_adv_defense
  Detection of adversarial examples using influence functions and nearest neighbors
  ☆36Updated 2 years ago
• DebangLi / one-pixel-attack-pytorch
  Pytorch reimplementation of "One pixel attack for fooling deep neural networks"
  ☆85Updated 7 years ago
• cihangxie / DI-2-FGSM
  Improving Transferability of Adversarial Examples with Input Diversity
  ☆164Updated 6 years ago
• BXuan694 / Universal-Adversarial-Perturbation
  This is PyTorch Implementation of Universal Adversarial Perturbation (https://arxiv.org/abs/1610.08401)
  ☆45Updated 6 years ago
• RjDuan / AdvCam-Hide-Adv-with-Natural-Styles
  Code for "Adversarial Camouflage: Hiding Physical World Attacks with Natural Styles" (CVPR 2020)
  ☆92Updated 2 years ago
• dongyp13 / Translation-Invariant-Attacks
  The translation-invariant adversarial attack method to improve the transferability of adversarial examples.
  ☆141Updated last year
• csdongxian / skip-connections-matter
  Codes for ICLR 2020 paper "Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets"
  ☆70Updated 4 years ago
• tobylyf / adv-attack
  Adversarial attacks including DeepFool and C&W
  ☆13Updated 6 years ago
• ylsung / pytorch-adversarial-training
  PyTorch-1.0 implementation for the adversarial training on MNIST/CIFAR-10 and visualization on robustness classifier.
  ☆251Updated 4 years ago
• Harry24k / RFGSM-pytorch
  A pytorch implementation of "Ensemble Adversarial Training : Attacks and Defenses"
  ☆9Updated 5 years ago
• YisenWang / MART
  Code for ICLR2020 "Improving Adversarial Robustness Requires Revisiting Misclassified Examples"
  ☆150Updated 4 years ago
• huitailangyz / MGAA
  The code of ICCV2021 paper "Meta Gradient Adversarial Attack"
  ☆24Updated 3 years ago
• jhayes14 / UAN
  Universal Adversarial Networks
  ☆33Updated 6 years ago
• RjDuan / AdvDrop
  Code for "Adversarial attack by dropping information." (ICCV 2021)
  ☆75Updated 3 years ago
• zjfheart / Friendly-Adversarial-Training
  Attacks Which Do Not Kill Training Make Adversarial Learning Stronger (ICML2020 Paper)
  ☆125Updated last year
• aamir-mustafa / super-resolution-adversarial-defense
  Image Super-Resolution as a Defense Against Adversarial Attacks
  ☆90Updated 6 years ago
• LiangSiyuan21 / Adversarial-Attacks-for-Image-and-Video-Object-Detection
  A Implementation of IJCAI-19(Transferable Adversarial Attacks for Image and Video Object Detection)
  ☆91Updated 6 years ago
• GiorgosKarantonis / Adversarial-Attacks-with-Relativistic-AdvGAN
  Using relativism to improve GAN-based Adversarial Attacks. 🦾
  ☆44Updated 2 years ago
• aldahdooh / detectors_review
  ☆51Updated 3 years ago