adversarial-machine-learning

Here are 565 public repositories matching this topic...

Trusted-AI / adversarial-robustness-toolbox

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

python machine-learning privacy ai attack extraction inference artificial-intelligence evasion red-team poisoning adversarial-machine-learning blue-team adversarial-examples adversarial-attacks trusted-ai trustworthy-ai

Updated Dec 12, 2025
Python

Shawn-Shan / fawkes

Star

Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes

face-recognition privacy-enhancing-technologies privacy-protection adversarial-machine-learning

Updated Aug 2, 2023
Python

CyberAlbSecOP / Awesome_GPT_Super_Prompting

Star

ChatGPT Jailbreaks, GPT Assistants Prompt Leaks, GPTs Prompt Injection, LLM Prompt Security, Super Prompts, Prompt Hack, Prompt Security, Ai Prompt Engineering, Adversarial Machine Learning.

agent ai jailbreak hacking assistant gpt leaks prompts adversarial-machine-learning gpt-3 gpt-4 llm prompt-engineering chatgpt prompt-injection prompt-security system-prompt

Updated Mar 6, 2026
HTML

QData / TextAttack

Star

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

nlp security machine-learning natural-language-processing data-augmentation adversarial-machine-learning adversarial-examples adversarial-attacks

Updated Jul 10, 2025
Python

protectai / llm-guard

Star

The Security Toolkit for LLM Interactions

transformers security-tools adversarial-machine-learning large-language-models llm prompt-engineering chatgpt llmops prompt-injection llm-security

Updated Dec 15, 2025
Python

BorealisAI / advertorch

Star

A Toolbox for Adversarial Robustness Research

security benchmarking machine-learning pytorch toolbox robustness adversarial-learning adversarial-machine-learning adversarial-example adversarial-examples adversarial-attacks adversarial-perturbations

Updated Sep 14, 2023
Jupyter Notebook

jiep / offensive-ai-compilation

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A curated list of useful resources that cover Offensive AI.

artificial-intelligence compilation adversarial-machine-learning ai-security offensive-ai

Updated Mar 1, 2026
HTML

safe-graph / graph-adversarial-learning-literature

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A curated list of adversarial attacks and defenses papers on graph-structured data.

security machine-learning data-mining deep-learning graph-algorithms survey awesome-list graph-data graph-attack literature-review adversarial-machine-learning adversarial-attacks

Updated Dec 15, 2023

RobustBench / robustbench

Star

RobustBench: a standardized adversarial robustness benchmark [NeurIPS 2021 Benchmarks and Datasets Track]

benchmark model-zoo adversarial-machine-learning adversarial-robustness

Updated Mar 31, 2025
Python

chawins / llm-sp

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Papers and resources related to the security and privacy of LLMs 🤖

security privacy awesome-list adversarial-machine-learning llm llm-security llm-privacy

Updated Jun 8, 2025
Python

akanimax / T2F

Star

T2F: text to face generation using Deep Learning

generative-adversarial-network gan text-to-image adversarial-machine-learning progressively-growing-gan

Updated May 14, 2022
Python

akanimax / pro_gan_pytorch

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Unofficial PyTorch implementation of the paper titled "Progressive growing of GANs for improved Quality, Stability, and Variation"

pytorch gan convolutional-neural-network adversarial-machine-learning progressive-growing-of-gans

Updated Oct 3, 2023
Python

thu-ml / ares

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A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.

nes pca bim benchmark-framework evolutionary spsa boundary adversarial-machine-learning distillation fgsm adversarial-attacks deepfool adversarial-robustness mi-fgsm mmlda hgd

Updated Oct 15, 2023
Python

EdisonLeeeee / GraphGallery

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GraphGallery is a gallery for benchmarking Graph Neural Networks

graph models pytorch adversarial-machine-learning pyg geometric-deep-learning graph-neural-networks dgl graphgallery

Updated Aug 14, 2023
Python

deadbits / vigil-llm

Star

⚡ Vigil ⚡ Detect prompt injections, jailbreaks, and other potentially risky Large Language Model (LLM) inputs

security-tools adversarial-machine-learning adversarial-attacks yara-scanner large-language-models llmops prompt-injection llm-security

Updated Jan 31, 2024
Python

Trustworthy-AI-Group / TransferAttack

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TransferAttack is a pytorch framework to boost the adversarial transferability for image classification.

adversarial-machine-learning adversarial-attack transfer-attack adversarial-transferability blackbox-attack

Updated Feb 27, 2026
Python

Koukyosyumei / AIJack

Star

Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)

security machine-learning privacy deep-learning dbms paillier homomorphic-encryption differential-privacy adversarial-machine-learning adversarial-examples paillier-cryptosystem adversarial-attacks federated-learning k-anonymity model-inversion-attacks membership-inference evasion-attack poisoning-attacks

Updated Jan 9, 2026
C++

locuslab / smoothing

Star

Provable adversarial robustness at ImageNet scale

adversarial-machine-learning

Updated May 20, 2019
Python

MinghuiChen43 / awesome-trustworthy-deep-learning

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A curated list of trustworthy deep learning papers. Daily updating...

Updated Feb 20, 2026

ebagdasa / backdoors101

Star

Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.

security machine-learning research pytorch adversarial backdoors adversarial-machine-learning federated-learning backdoor-attacks neural-trojan deep-learning-security ml-backdoors deep-learning-backdoors

Updated Feb 5, 2023
Python

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adversarial-machine-learning

Here are 565 public repositories matching this topic...

Trusted-AI / adversarial-robustness-toolbox

Shawn-Shan / fawkes

CyberAlbSecOP / Awesome_GPT_Super_Prompting

QData / TextAttack

protectai / llm-guard

BorealisAI / advertorch

jiep / offensive-ai-compilation

safe-graph / graph-adversarial-learning-literature

RobustBench / robustbench

chawins / llm-sp

akanimax / T2F

akanimax / pro_gan_pytorch

thu-ml / ares

EdisonLeeeee / GraphGallery

deadbits / vigil-llm

Trustworthy-AI-Group / TransferAttack

Koukyosyumei / AIJack

locuslab / smoothing

MinghuiChen43 / awesome-trustworthy-deep-learning

ebagdasa / backdoors101

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