Alternatives and similar repositories for jpeg-defense

Users that are interested in jpeg-defense are comparing it to the libraries listed below

• QData / AdversarialDNN-Playground
  VizSec17: Web-based visualization tool for adversarial machine learning / LiveDemo
  ☆131Updated 2 years ago
• facebookarchive / adversarial_image_defenses
  Countering Adversarial Image using Input Transformations.
  ☆495Updated 3 years ago
• carlini / nn_breaking_detection
  Code corresponding to the paper "Adversarial Examples are not Easily Detected..."
  ☆88Updated 7 years ago
• aamir-mustafa / super-resolution-adversarial-defense
  Image Super-Resolution as a Defense Against Adversarial Attacks
  ☆89Updated 6 years ago
• ysharma1126 / EAD_Attack
  EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples
  ☆40Updated 6 years ago
• iamaaditya / pixel-deflection
  Deflecting Adversarial Attacks with Pixel Deflection
  ☆71Updated 7 years ago
• uvasrg / FeatureSqueezing
  Detecting Adversarial Examples in Deep Neural Networks
  ☆67Updated 7 years ago
• labsix / adversarial-logit-pairing-analysis
  Analysis of Adversarial Logit Pairing
  ☆60Updated 7 years ago
• VishaalMK / VectorDefense
  VectorDefense: Vectorization as a Defense to Adversarial Examples --->
  ☆13Updated 7 years ago
• andrewilyas / ens-adv-train-attack
  Circumventing the defense in "Ensemble Adversarial Training: Attacks and Defenses"
  ☆38Updated 7 years ago
• shangtse / robust-physical-attack
  Physical adversarial attack for fooling the Faster R-CNN object detector
  ☆165Updated 5 years ago
• kenny-co / procedural-advml
  Task-agnostic universal black-box attacks on computer vision neural network via procedural noise (CCS'19)
  ☆56Updated 4 years ago
• coallaoh / WhitenBlackBox
  Towards Reverse-Engineering Black-Box Neural Networks, ICLR'18
  ☆55Updated 6 years ago
• IBM / EAD-Attack
  Codes for reproducing the white-box adversarial attacks in “EAD: Elastic-Net Attacks to Deep Neural Networks via Adversarial Examples,” …
  ☆21Updated 6 years ago
• ftramer / ensemble-adv-training
  Ensemble Adversarial Training on MNIST
  ☆121Updated 8 years ago
• val-iisc / fast-feature-fool
  Data independent universal adversarial perturbations
  ☆62Updated 5 years ago
• sunblaze-ucb / blackbox-attacks
  Code used in 'Exploring the Space of Black-box Attacks on Deep Neural Networks' (https://arxiv.org/abs/1712.09491)
  ☆61Updated 7 years ago
• chbrian / awesome-adversarial-examples-dl
  A curated list of awesome resources for adversarial examples in deep learning
  ☆264Updated 4 years ago
• IBM / ZOO-Attack
  Codes for reproducing the black-box adversarial attacks in “ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Network…
  ☆60Updated 6 years ago
• gongzhitaao / adversarial-classifier
  It turns out that adversarial and clean data are not twins, not at all.
  ☆19Updated 8 years ago
• rfeinman / detecting-adversarial-samples
  Code for "Detecting Adversarial Samples from Artifacts" (Feinman et al., 2017)
  ☆111Updated 7 years ago
• labsix / limited-blackbox-attacks
  Code for "Black-box Adversarial Attacks with Limited Queries and Information" (http://arxiv.org/abs/1804.08598)
  ☆179Updated 3 years ago
• dangeng / Simple_Adversarial_Examples
  Repo of simple adversarial examples on vanilla neural networks trained on MNIST
  ☆120Updated 5 years ago
• kabkabm / defensegan
  Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)
  ☆243Updated 5 years ago
• rwightman / pytorch-nips2017-attack-example
  A PyTorch baseline attack example for the NIPS 2017 adversarial competition
  ☆86Updated 8 years ago
• rodgzilla / machine_learning_adversarial_examples
  An implementation of the 'fast gradient sign method' from the paper 'Explaining and Harnessing Adversarial Examples'
  ☆55Updated 8 years ago
• zhengliz / natural-adversary
  Generating Natural Adversarial Examples, ICLR 2018
  ☆143Updated 7 years ago
• tcwangshiqi-columbia / Interval-Attack
  Interval attacks (adversarial ML)
  ☆21Updated 6 years ago
• pfnet-research / nips17-adversarial-attack
  Submission to Kaggle NIPS'17 competition on adversarial examples (non-targeted adversarial attack track)
  ☆148Updated 6 years ago
• huanzhang12 / ZOO-Attack
  ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks
  ☆169Updated 4 years ago