Alternatives and similar repositories for Adversarial-Machine-Learning

Users that are interested in Adversarial-Machine-Learning are comparing it to the libraries listed below

• duoergun0729 / adversarial_examples
  对抗样本
  ☆267Updated 2 years ago
• verazuo / badnets-pytorch
  Simple PyTorch implementations of Badnets on MNIST and CIFAR10.
  ☆178Updated 2 years ago
• wufans / Adversarial-Attack-Algorithms
  ☆79Updated 5 years ago
• garrisongys / STRIP
  This is for releasing the source code of the ACSAC paper "STRIP: A Defence Against Trojan Attacks on Deep Neural Networks"
  ☆57Updated 8 months 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
• mathcbc / advGAN_pytorch
  a Pytorch implementation of the paper "Generating Adversarial Examples with Adversarial Networks" (advGAN).
  ☆271Updated 4 years ago
• aldahdooh / detectors_review
  ☆51Updated 3 years ago
• JinkaiZheng / awesome-adversarial-attack-and-defense-papers
  ☆63Updated 4 years ago
• FenHua / Adversarial-Examples
  AdvAttacks; adversarial examples; FGSM;JSMA;CW;single pixel attack; local search attack;deepfool
  ☆57Updated 5 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
• UMBCvision / Hidden-Trigger-Backdoor-Attacks
  Official Repository for the AAAI-20 paper "Hidden Trigger Backdoor Attacks"
  ☆128Updated last year
• veralauee / DPatch
  An adversarial attack on object detectors
  ☆151Updated 3 years ago
• prabhant / synthesizing-robust-adversarial-examples
  My entry for ICLR 2018 Reproducibility Challenge for paper Synthesizing robust adversarial examples https://openreview.net/pdf?id=BJDH5M-…
  ☆73Updated 7 years ago
• bboylyg / NAD
  This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks…
  ☆122Updated 3 years ago
• chaoge123456 / MLsecurity
  机器学习安全相关论文、代码
  ☆41Updated 5 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
• GiorgosKarantonis / Adversarial-Attacks-with-Relativistic-AdvGAN
  Using relativism to improve GAN-based Adversarial Attacks. 🦾
  ☆44Updated 2 years ago
• zhoumingyi / DaST
  A novel data-free model stealing method based on GAN
  ☆127Updated 2 years ago
• yuezunli / ISSBA
  Invisible Backdoor Attack with Sample-Specific Triggers
  ☆96Updated 2 years ago
• ain-soph / trojanzoo
  TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classifica…
  ☆291Updated 11 months ago
• xiaosen-wang / Adversarial-Examples-Paper
  Paper list of Adversarial Examples
  ☆51Updated last year
• mahmoods01 / accessorize-to-a-crime
  Code for attacking state-of-the-art face-recognition system from our paper: M. Sharif, S. Bhagavatula, L. Bauer, M. Reiter. "Accessorize …
  ☆62Updated 6 years ago
• ryderling / DEEPSEC
  DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model
  ☆216Updated 6 years ago
• ZhaohengLi / adversarial-attacks
  Using FGSM, I-FGSM and MI-FGSM to generate and evaluate adversarial samples.
  ☆12Updated 5 years ago
• Harry24k / AEPW-pytorch
  A pytorch implementation of "Adversarial Examples in the Physical World"
  ☆17Updated 5 years ago
• 1Konny / FGSM
  Simple pytorch implementation of FGSM and I-FGSM
  ☆290Updated 7 years ago
• bolunwang / backdoor
  Code implementation of the paper "Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks", at IEEE Security and P…
  ☆294Updated 5 years ago
• naiyeleo / ABS
  ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation
  ☆52Updated 3 years ago
• VinAIResearch / Warping-based_Backdoor_Attack-release
  WaNet - Imperceptible Warping-based Backdoor Attack (ICLR 2021)
  ☆127Updated 8 months ago
• Jianbo-Lab / HSJA
  ☆85Updated 4 years ago