Adversarial Attacks Python Packages

nlpaug

Data augmentation for NLP

adversarial-robustness-toolbox

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

foolbox

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

provael

Provael — red-team open Vision-Language-Action (VLA) robot policies in simulation and report an Attack Success Rate (ASR). Prove it. Prevail.

textattack

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

torchattacks

PyTorch implementation of adversarial attacks [torchattacks]

advertorch

A Toolbox for Adversarial Robustness Research

aicu-scanner

Black-box security scanner for LLM applications — prompt injection, safety bypass, credential leakage

ai-blackteam

Automated LLM red-teaming framework. 1,028 attack techniques, reasoning-layer attacks, and five compliance scorecards (OWASP, MITRE ATLAS, EU AI Act). Vendor-neutral, GPL-3.0.

deeprobust

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

pyautoattack

Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"

graph-tiger

Python toolbox to evaluate graph vulnerability and robustness (CIKM 2021)

mlprints

A state-of-the-art framework for LLM fingerprinting and adversarial testing

whitebox-adversarial-toolbox

Real-time White-Box attacks against Object Detection.

openattack

An Open-Source Package for Textual Adversarial Attack.

asr-attacks

An ASR (Automatic Speech Recognition) adversarial attack repository.

neuralsat

A neural network verification tool based on the DPLL(T) SMT Solving algorithm.

adv-lib

Library containing PyTorch implementations of various adversarial attacks and resources

qatration

Adversarial testing for AI chatbots and agents. Runs on your own machine or CI, against your own deployment.

aixploit

Engineered to help red teams and penetration testers exploit large language model AI solutions vulnerabilities.

dnnf

Deep Neural Network Falsification

scratchai-nightly

scratchai is a Deep Learning library that aims to store all Deep Learning algorithms. With easy calls to do all the common tasks in AI.

mcp-strike

Active adversarial security scanner for Model Context Protocol (MCP) servers: runtime attacks, LLM-as-judge, and an adaptive agent.

trojanzoo

TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification in deep learning.