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Trusted-AI
adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

31K 6K 1K
QData
textattack

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

14K 3K 445
bethgelab
foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

10K 3K 439
bethgelab
adversarial-vision-challenge

NIPS Adversarial Vision Challenge

2K 41 12
DSE-MSU
deeprobust

A pytorch adversarial library for attack and defense methods on images and graphs

2K 1K 192
KaidiXu
auto-lirpa

auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs

2K 344 102
BorealisAI
advertorch

A Toolbox for Adversarial Robustness Research

1K 1K 199
spencerwooo
torchattack

🛡 A curated list of adversarial attacks in PyTorch, with a focus on transferable black-box attacks.

658 71 6
tudelft-cda-lab
groot-trees

[ICML 2021] A fast algorithm for fitting robust decision trees. http://proceedings.mlr.press/v139/vos21a.html

351 23 7
jaypmorgan
adaptive-neighbourhoods

Python API for generating adapted and unique neighbourhoods for searching for adversarial examples.

325 0 0
jeromerony
adv-lib

Library containing PyTorch implementations of various adversarial attacks and resources

282 166 21
airbnb
adversary

Creates adversarial text examples for machine learning models

252 402 56
jonasrauber
foolbox-native

Foolbox Native brings native performance to Foolbox

242 7 2
mattpodolak
advhash

Adversarial collision attacks on perceptual hashing functions

211 5 1
baidu
advbox

Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.

161 1K 267
QData
customattack

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

140 3K 445
zRapha
famework

Framework for Adversarial Malware Evaluation.

127 36 8
akshay-gupta123
moorkh

A Python toolbox to create adversarial examples that fool neural networks in PyTorch.

76 0 0
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