Alternatives and similar repositories for AdversarialDNN-Playground:

Users that are interested in AdversarialDNN-Playground are comparing it to the libraries listed below

• ftramer / ensemble-adv-training
  Ensemble Adversarial Training on MNIST
  ☆121Updated 7 years ago
• facebookarchive / adversarial_image_defenses
  Countering Adversarial Image using Input Transformations.
  ☆491Updated 3 years ago
• rfeinman / detecting-adversarial-samples
  Code for "Detecting Adversarial Samples from Artifacts" (Feinman et al., 2017)
  ☆108Updated 7 years ago
• carlini / nn_breaking_detection
  Code corresponding to the paper "Adversarial Examples are not Easily Detected..."
  ☆85Updated 7 years ago
• rodgzilla / machine_learning_adversarial_examples
  An implementation of the 'fast gradient sign method' from the paper 'Explaining and Harnessing Adversarial Examples'
  ☆54Updated 7 years ago
• xingjunm / lid_adversarial_subspace_detection
  Code for paper "Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality".
  ☆122Updated 4 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.
  ☆223Updated 5 years ago
• chbrian / awesome-adversarial-examples-dl
  A curated list of awesome resources for adversarial examples in deep learning
  ☆262Updated 4 years ago
• mzweilin / EvadeML-Zoo
  Benchmarking and Visualization Tool for Adversarial Machine Learning
  ☆188Updated last year
• cihangxie / NIPS2017_adv_challenge_defense
  Mitigating Adversarial Effects Through Randomization
  ☆119Updated 6 years ago
• tianzheng4 / Distributionally-Adversarial-Attack
  AAAI 2019 oral presentation
  ☆50Updated 6 months ago
• huanzhang12 / ZOO-Attack
  ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks
  ☆167Updated 3 years ago
• LTS4 / universal
  ☆242Updated 6 years ago
• greentfrapp / boundary-attack
  Implementation of the Boundary Attack algorithm as described in Brendel, Wieland, Jonas Rauber, and Matthias Bethge. "Decision-Based Adve…
  ☆93Updated 4 years ago
• uvasrg / FeatureSqueezing
  Detecting Adversarial Examples in Deep Neural Networks
  ☆66Updated 6 years ago
• akshaychawla / Adversarial-Examples-in-PyTorch
  Pytorch code to generate adversarial examples on mnist and ImageNet data.
  ☆116Updated 6 years ago
• ysharma1126 / EAD_Attack
  EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples
  ☆39Updated 6 years ago
• revbucket / mister_ed
  Pytorch Adversarial Attack Framework
  ☆78Updated 5 years ago
• labsix / limited-blackbox-attacks
  Code for "Black-box Adversarial Attacks with Limited Queries and Information" (http://arxiv.org/abs/1804.08598)
  ☆175Updated 3 years ago
• lfz / Guided-Denoise
  The winning submission for NIPS 2017: Defense Against Adversarial Attack of team TSAIL
  ☆232Updated 6 years ago
• MadryLab / constructed-datasets
  Datasets for the paper "Adversarial Examples are not Bugs, They Are Features"
  ☆184Updated 4 years ago
• dongyp13 / Targeted-Adversarial-Attack
  A targeted adversarial attack method, which won the NIPS 2017 targeted adversarial attacks competition
  ☆131Updated 6 years ago
• anlthms / nips-2017
  NIPS 2017 - Adversarial Learning
  ☆34Updated 7 years ago
• wufans / Adversarial-Attack-Algorithms
  ☆78Updated 5 years ago
• ifding / adversarial-examples
  Adversarial Examples: Attacks and Defenses for Deep Learning
  ☆32Updated 6 years ago
• dangeng / Simple_Adversarial_Examples
  Repo of simple adversarial examples on vanilla neural networks trained on MNIST
  ☆121Updated 4 years ago
• sunblaze-ucb / transferability-advdnn-pub
  Public repo for transferability ICLR 2017 paper
  ☆52Updated 6 years ago
• evaluating-adversarial-robustness / adv-eval-paper
  LaTeX source for the paper "On Evaluating Adversarial Robustness"
  ☆252Updated 3 years ago
• zhengliz / natural-adversary
  Generating Natural Adversarial Examples, ICLR 2018
  ☆143Updated 6 years ago
• gongzhitaao / tensorflow-adversarial
  Crafting adversarial images
  ☆223Updated 6 years ago