Alternatives and similar repositories for adversarial-attacks-pytorch

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

• fra31 / auto-attack
  Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"
  ☆707Updated last year
• RobustBench / robustbench
  RobustBench: a standardized adversarial robustness benchmark [NeurIPS 2021 Benchmarks and Datasets Track]
  ☆726Updated 3 months ago
• BorealisAI / advertorch
  A Toolbox for Adversarial Robustness Research
  ☆1,348Updated last year
• bethgelab / foolbox
  A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
  ☆2,873Updated last year
• MadryLab / robustness
  A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.
  ☆943Updated last year
• MadryLab / mnist_challenge
  A challenge to explore adversarial robustness of neural networks on MNIST.
  ☆754Updated 3 years ago
• thu-ml / ares
  A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.
  ☆510Updated last year
• yaodongyu / TRADES
  TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)
  ☆543Updated 2 years ago
• MadryLab / cifar10_challenge
  A challenge to explore adversarial robustness of neural networks on CIFAR10.
  ☆499Updated 3 years ago
• carlini / nn_robust_attacks
  Robust evasion attacks against neural network to find adversarial examples
  ☆833Updated 4 years ago
• hendrycks / robustness
  Corruption and Perturbation Robustness (ICLR 2019)
  ☆1,086Updated 2 years ago
• P2333 / Papers-of-Robust-ML
  Related papers for robust machine learning
  ☆566Updated 2 years ago
• locuslab / fast_adversarial
  [ICLR 2020] A repository for extremely fast adversarial training using FGSM
  ☆444Updated 11 months ago
• huyvnphan / PyTorch_CIFAR10
  Pretrained TorchVision models on CIFAR10 dataset (with weights)
  ☆677Updated 2 years ago
• 1Konny / FGSM
  Simple pytorch implementation of FGSM and I-FGSM
  ☆290Updated 7 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
• ndb796 / Pytorch-Adversarial-Training-CIFAR
  This repository provides simple PyTorch implementations for adversarial training methods on CIFAR-10.
  ☆169Updated 4 years ago
• sarathknv / adversarial-examples-pytorch
  Implementation of Papers on Adversarial Examples
  ☆397Updated 2 years ago
• Trustworthy-AI-Group / TransferAttack
  TransferAttack is a pytorch framework to boost the adversarial transferability for image classification.
  ☆375Updated 3 weeks ago
• Harry24k / PGD-pytorch
  A pytorch implementation of "Towards Deep Learning Models Resistant to Adversarial Attacks"
  ☆156Updated 5 years ago
• THUYimingLi / backdoor-learning-resources
  A list of backdoor learning resources
  ☆1,113Updated 11 months 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
• mathcbc / advGAN_pytorch
  a Pytorch implementation of the paper "Generating Adversarial Examples with Adversarial Networks" (advGAN).
  ☆271Updated 4 years ago
• akamaster / pytorch_resnet_cifar10
  Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.
  ☆1,289Updated last year
• locuslab / smoothing
  Provable adversarial robustness at ImageNet scale
  ☆391Updated 6 years ago
• Trusted-AI / adversarial-robustness-toolbox
  Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and…
  ☆5,377Updated this week
• SCLBD / BackdoorBench
  ☆516Updated last week
• jeromerony / adversarial-library
  Library containing PyTorch implementations of various adversarial attacks and resources
  ☆158Updated 3 weeks ago
• advboxes / AdvBox
  Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and …
  ☆1,393Updated 2 years ago
• chenyaofo / pytorch-cifar-models
  Pretrained models on CIFAR10/100 in PyTorch
  ☆358Updated last month