Alternatives and similar repositories for adversarial_lab

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

• vikramnitin9 / adversarial-learning-literature
  ☆37Updated 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.
  ☆227Updated 5 years ago
• oscarknagg / adversarial
  Creating and defending against adversarial examples
  ☆42Updated 6 years ago
• Hadisalman / smoothing-adversarial
  Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"
  ☆227Updated 5 years ago
• P2333 / Papers-of-Robust-ML
  Related papers for robust machine learning
  ☆566Updated 2 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
• locuslab / fast_adversarial
  [ICLR 2020] A repository for extremely fast adversarial training using FGSM
  ☆444Updated last year
• max-andr / square-attack
  Square Attack: a query-efficient black-box adversarial attack via random search [ECCV 2020]
  ☆163Updated 5 years ago
• google-research / selfstudy-adversarial-robustness
  ☆127Updated 3 years ago
• evaluating-adversarial-robustness / adv-eval-paper
  LaTeX source for the paper "On Evaluating Adversarial Robustness"
  ☆255Updated 4 years ago
• shangtse / robust-physical-attack
  Physical adversarial attack for fooling the Faster R-CNN object detector
  ☆165Updated 5 years ago
• aks2203 / poisoning-benchmark
  A unified benchmark problem for data poisoning attacks
  ☆156Updated last year
• cg563 / simple-blackbox-attack
  Code for ICML 2019 paper "Simple Black-box Adversarial Attacks"
  ☆198Updated 2 years ago
• MadryLab / constructed-datasets
  Datasets for the paper "Adversarial Examples are not Bugs, They Are Features"
  ☆188Updated 4 years ago
• chbrian / awesome-adversarial-examples-dl
  A curated list of awesome resources for adversarial examples in deep learning
  ☆264Updated 4 years ago
• sarathknv / adversarial-examples-pytorch
  Implementation of Papers on Adversarial Examples
  ☆396Updated 2 years ago
• wangjksjtu / awesome-AML
  A curated list of awesome adversarial attack and defense papers
  ☆42Updated 4 years ago
• huanzhang12 / ZOO-Attack
  ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks
  ☆169Updated 4 years ago
• locuslab / smoothing
  Provable adversarial robustness at ImageNet scale
  ☆395Updated 6 years ago
• rfeinman / detecting-adversarial-samples
  Code for "Detecting Adversarial Samples from Artifacts" (Feinman et al., 2017)
  ☆111Updated 7 years ago
• jeromerony / adversarial-library
  Library containing PyTorch implementations of various adversarial attacks and resources
  ☆161Updated last month
• ifding / adversarial-examples
  Adversarial Examples: Attacks and Defenses for Deep Learning
  ☆32Updated 7 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
• eth-sri / colt
  Convex Layerwise Adversarial Training (COLT)
  ☆28Updated 4 years ago
• lionelmessi6410 / awesome-real-world-adversarial-examples
  😎 A curated list of awesome real-world adversarial examples resources
  ☆59Updated 5 years ago
• kabkabm / defensegan
  Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models (published in ICLR2018)
  ☆243Updated 5 years ago
• Harry24k / CW-pytorch
  A pytorch implementation of "Towards Evaluating the Robustness of Neural Networks"
  ☆58Updated 5 years ago
• poojahira / gtsrb-pytorch
  PyTorch implementation of Kaggle GTSRB challenge with 99.8% accuracy
  ☆55Updated 6 years ago
• kkew3 / pytorch-cw2
  A rich-documented PyTorch implementation of Carlini-Wagner's L2 attack.
  ☆60Updated 7 years ago
• wielandbrendel / adaptive_attacks_paper
  Code for "On Adaptive Attacks to Adversarial Example Defenses"
  ☆87Updated 4 years ago