bethgelab / foolbox

Related projects ⓘ

Alternatives and complementary repositories for foolbox

• BorealisAI / advertorch
  A Toolbox for Adversarial Robustness Research
  ☆1,310Updated last year
• cleverhans-lab / cleverhans
  An adversarial example library for constructing attacks, building defenses, and benchmarking both
  ☆6,205Updated 7 months ago
• Trusted-AI / adversarial-robustness-toolbox
  Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and…
  ☆4,897Updated this week
• carlini / nn_robust_attacks
  Robust evasion attacks against neural network to find adversarial examples
  ☆798Updated 3 years ago
• MadryLab / mnist_challenge
  A challenge to explore adversarial robustness of neural networks on MNIST.
  ☆734Updated 2 years ago
• MadryLab / robustness
  A library for experimenting with, training and evaluating neural networks, with a focus on adversarial robustness.
  ☆917Updated 10 months ago
• advboxes / AdvBox
  Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and …
  ☆1,388Updated last year
• anishathalye / obfuscated-gradients
  Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples
  ☆883Updated last year
• Harry24k / adversarial-attacks-pytorch
  PyTorch implementation of adversarial attacks [torchattacks]
  ☆1,911Updated 4 months ago
• fra31 / auto-attack
  Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"
  ☆659Updated 6 months ago
• sarathknv / adversarial-examples-pytorch
  Implementation of Papers on Adversarial Examples
  ☆389Updated last year
• RobustBench / robustbench
  RobustBench: a standardized adversarial robustness benchmark [NeurIPS 2021 Benchmarks and Datasets Track]
  ☆669Updated 2 weeks ago
• P2333 / Papers-of-Robust-ML
  Related papers for robust machine learning
  ☆565Updated last year
• MadryLab / cifar10_challenge
  A challenge to explore adversarial robustness of neural networks on CIFAR10.
  ☆488Updated 3 years ago
• LTS4 / DeepFool
  A simple and accurate method to fool deep neural networks
  ☆358Updated 4 years ago
• thu-ml / ares
  A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.
  ☆485Updated last year
• utkuozbulak / pytorch-cnn-adversarial-attacks
  Pytorch implementation of convolutional neural network adversarial attack techniques
  ☆353Updated 5 years ago
• facebookresearch / ImageNet-Adversarial-Training
  ImageNet classifier with state-of-the-art adversarial robustness
  ☆678Updated 4 years ago
• gongzhitaao / tensorflow-adversarial
  Crafting adversarial images
  ☆223Updated 5 years ago
• yaodongyu / TRADES
  TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)
  ☆521Updated last year
• PAIR-code / saliency
  Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).
  ☆955Updated 8 months ago
• Hyperparticle / one-pixel-attack-keras
  Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
  ☆1,221Updated 7 months ago
• locuslab / convex_adversarial
  A method for training neural networks that are provably robust to adversarial attacks.
  ☆380Updated 2 years ago
• chbrian / awesome-adversarial-examples-dl
  A curated list of awesome resources for adversarial examples in deep learning
  ☆262Updated 3 years ago
• yenchenlin / awesome-adversarial-machine-learning
  A curated list of awesome adversarial machine learning resources
  ☆1,815Updated 3 years ago
• facebookarchive / adversarial_image_defenses
  Countering Adversarial Image using Input Transformations.
  ☆490Updated 3 years ago
• openphilanthropy / unrestricted-adversarial-examples
  Contest Proposal and infrastructure for the Unrestricted Adversarial Examples Challenge
  ☆329Updated 4 years ago
• locuslab / smoothing
  Provable adversarial robustness at ImageNet scale
  ☆369Updated 5 years ago
• tomgoldstein / loss-landscape
  Code for visualizing the loss landscape of neural nets
  ☆2,838Updated 2 years ago
• evaluating-adversarial-robustness / adv-eval-paper
  LaTeX source for the paper "On Evaluating Adversarial Robustness"
  ☆253Updated 3 years ago