Alternatives and similar repositories for AdversarialAttack

Users that are interested in AdversarialAttack are comparing it to the libraries listed below

• FenHua / Adversarial-Examples
  AdvAttacks; adversarial examples; FGSM;JSMA;CW;single pixel attack; local search attack;deepfool
  ☆58Updated 6 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…
  ☆138Updated 5 years ago
• Harry24k / CW-pytorch
  A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"
  ☆58Updated 6 years ago
• giladcohen / NNIF_adv_defense
  Detection of adversarial examples using influence functions and nearest neighbors
  ☆37Updated 3 years ago
• ctargon / AdvGAN-tf
  Tensorflow implementation of Generating Adversarial Examples with Adversarial Networks
  ☆43Updated 7 years ago
• greentfrapp / boundary-attack
  Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adve…
  ☆99Updated 5 years ago
• Harry24k / FGSM-pytorch
  A pytorch implementation of "Explaining and harnessing adversarial examples"
  ☆70Updated 6 years ago
• ZhaohengLi / adversarial-attacks
  Using FGSM, I-FGSM and MI-FGSM to generate and evaluate adversarial samples.
  ☆12Updated 6 years ago
• Carco-git / CW_Attack_on_MNIST
  Reproduction of cw attack on pytorch with corresponding MNIST model
  ☆22Updated 5 years ago
• wufans / Adversarial-Attack-Algorithms
  ☆79Updated 6 years ago
• lxuniverse / defense-vae
  Implementation for "Defense-VAE: A Fast and Accurate Defense against Adversarial Attacks"
  ☆14Updated 5 years ago
• tobylyf / adv-attack
  Adversarial attacks including DeepFool and C&W
  ☆13Updated 6 years ago
• mathcbc / advGAN_pytorch
  a Pytorch implementation of the paper "Generating Adversarial Examples with Adversarial Networks" (advGAN).
  ☆276Updated 5 years ago
• 1Konny / FGSM
  Simple pytorch implementation of FGSM and I-FGSM
  ☆291Updated 7 years ago
• Harry24k / AEPW-pytorch
  A pytorch implementation of "Adversarial Examples in the Physical World"
  ☆18Updated 6 years ago
• nesl / adversarial_genattack
  ☆57Updated 2 years ago
• oscarknagg / adversarial
  Creating and defending against adversarial examples
  ☆41Updated 7 years ago
• tao-bai / attack-and-defense-methods
  A curated list of papers on adversarial machine learning (adversarial examples and defense methods).
  ☆211Updated 3 years ago
• GiorgosKarantonis / Adversarial-Attacks-with-Relativistic-AdvGAN
  Using relativism to improve GAN-based Adversarial Attacks. 🦾
  ☆44Updated 2 years ago
• aldahdooh / detectors_review
  ☆53Updated 4 years ago
• rfeinman / detecting-adversarial-samples
  Code for "Detecting Adversarial Samples from Artifacts" (Feinman et al., 2017)
  ☆111Updated 7 years ago
• anishmadan23 / adversarial-attacks-pytorch
  This repository contains implementation of 4 adversarial attacks : FGSM, Basic Iterative Method, Projected Gradient Descent(Madry's Attac…
  ☆32Updated 7 years ago
• Harry24k / catastrophic-overfitting
  Understanding Catastrophic Overfitting in Single-step Adversarial Training [AAAI 2021]
  ☆28Updated 3 years ago
• kkew3 / pytorch-cw2
  A rich-documented PyTorch implementation of Carlini-Wagner's L2 attack.
  ☆60Updated 7 years ago
• HangJie720 / Ensemble_Adversarial_Attack
  Ensemble Adversarial Black-Box Attacks against Deep Learning Systems Trained by MNIST, USPS and GTSRB Datasets
  ☆34Updated 6 years ago
• xingjunm / lid_adversarial_subspace_detection
  Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".
  ☆125Updated 5 years ago
• ifding / adversarial-examples
  Adversarial Examples: Attacks and Defenses for Deep Learning
  ☆32Updated 7 years ago
• jhayes14 / UAN
  Universal Adversarial Networks
  ☆32Updated 7 years ago
• AlbertMillan / adversarial-training-pytorch
  Implementation of adversarial training under fast-gradient sign method (FGSM), projected gradient descent (PGD) and CW using Wide-ResNet-…
  ☆40Updated 5 years ago
• ndb796 / Pytorch-Adversarial-Training-CIFAR
  This repository provides simple PyTorch implementations for adversarial training methods on CIFAR-10.
  ☆173Updated 4 years ago