jiaruncao / adversial_example_defense

Related projects ⓘ

Alternatives and complementary repositories for adversial_example_defense

• tanjuntao / Adversarial-Machine-Learning
  对抗样本（Adversarial Examples）和投毒攻击（Poisoning Attacks）相关资料
  ☆109Updated 5 years ago
• nebula-beta / awesome-adversarial-deep-learning
  A list of awesome resources for adversarial attack and defense method in deep learning
  ☆131Updated last year
• mathcbc / advGAN_pytorch
  a Pytorch implementation of the paper "Generating Adversarial Examples with Adversarial Networks" (advGAN).
  ☆264Updated 3 years ago
• duoergun0729 / adversarial_examples
  对抗样本
  ☆263Updated last year
• chaoge123456 / MLsecurity
  机器学习安全相关论文、代码
  ☆41Updated 5 years ago
• dongyp13 / Non-Targeted-Adversarial-Attacks
  A non-targeted adversarial attack method, which won the first place in NIPS 2017 non-targeted adversarial attacks competition
  ☆243Updated 5 years ago
• greentfrapp / boundary-attack
  Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adve…
  ☆92Updated 3 years ago
• cihangxie / DI-2-FGSM
  Improving Transferability of Adversarial Examples with Input Diversity
  ☆162Updated 5 years ago
• dongyp13 / Targeted-Adversarial-Attack
  A targeted adversarial attack method, which won the NIPS 2017 targeted adversarial attacks competition
  ☆129Updated 6 years ago
• sangxia / nips-2017-adversarial
  Adversarial Attacks and Defenses of Image Classifiers, NIPS 2017 competition track
  ☆45Updated 7 years ago
• kabkabm / defensegan
  Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)
  ☆231Updated 5 years ago
• Harry24k / FGSM-pytorch
  A pytorch implementation of "Explaining and harnessing adversarial examples"
  ☆64Updated 5 years ago
• ctargon / AdvGAN-tf
  Tensorflow implementation of Generating Adversarial Examples with Adversarial Networks
  ☆42Updated 5 years ago
• RjDuan / AdvCam-Hide-Adv-with-Natural-Styles
  Code for "Adversarial Camouflage: Hiding Physical World Attacks with Natural Styles" (CVPR 2020)
  ☆87Updated last year
• wufans / Adversarial-Attack-Algorithms
  ☆79Updated 5 years ago
• IDKiro / Attack-ImageNet
  No.2 solution of Tianchi ImageNet Adversarial Attack Challenge.
  ☆40Updated 7 months ago
• dongyp13 / Translation-Invariant-Attacks
  The translation-invariant adversarial attack method to improve the transferability of adversarial examples.
  ☆139Updated last year
• cihangxie / NIPS2017_adv_challenge_defense
  Mitigating Adversarial Effects Through Randomization
  ☆118Updated 6 years ago
• ryderling / DEEPSEC
  DEEPSEC: A Uniform Platform for Security Analysis of Deep Learning Model
  ☆209Updated 5 years ago
• huanzhang12 / ZOO-Attack
  ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks
  ☆166Updated 3 years ago
• rodgzilla / machine_learning_adversarial_examples
  An implementation of the 'fast gradient sign method' from the paper 'Explaining and Harnessing Adversarial Examples'
  ☆53Updated 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…
  ☆268Updated 4 years ago
• soumyac1999 / FGSM-Keras
  Implemention of Fast Gradient Sign Method for generating adversarial examples in Keras
  ☆45Updated 5 years ago
• chawins / Adversarial-Examples-Reading-List
  This is the reading list mainly on adversarial examples (attacks, defenses, etc.) I try to keep and update regularly.
  ☆221Updated 5 years ago
• veralauee / DPatch
  An adversarial attack on object detectors
  ☆140Updated 3 years ago
• 1Konny / FGSM
  Simple pytorch implementation of FGSM and I-FGSM
  ☆277Updated 6 years ago
• Equationliu / Attack-ImageNet
  No.3 solution of Tianchi ImageNet Adversarial Attack Challenge.
  ☆12Updated 4 years ago
• liuye6666 / EWR-PGD
  white box adversarial attack
  ☆38Updated 3 years ago
• luizgh / avc_nips_2018
  Code to reproduce the attacks and defenses for the entries "JeromeR" in the NIPS 2018 Adversarial Vision Challenge
  ☆19Updated 5 years ago
• mzweilin / EvadeML-Zoo
  Benchmarking and Visualization Tool for Adversarial Machine Learning
  ☆186Updated last year