FazBrowse GitHub Viewer | Trending |
URL:
| Home
Tools: [Download Repo ZIP]   [Original HTTPS Page]

adversarial-machine-learning · GitHub Topics · GitHub

Explore Topics Trending Collections Events GitHub Sponsors
#

adversarial-machine-learning

Star

Here are 687 public repositories matching this topic...

Language: All
Filter by language
All 687 Python 365 Jupyter Notebook 208 HTML 14 JavaScript 10 TeX 9 C++ 4 TypeScript 4 C 3 Java 2 Lua 2
Sort: Most stars
Sort options
Most stars Fewest stars Most forks Fewest forks Recently updated Least recently updated

Trusted-AI / adversarial-robustness-toolbox

Star 6.2k

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 5.6k

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

QData / TextAttack

Star 3.5k

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 Aug 15, 2026
  • Python

protectai / llm-guard

Star 3.2k

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 Jul 8, 2026
  • Python

jiep / offensive-ai-compilation

Star 1.4k

A curated list of useful resources that cover Offensive AI.

artificial-intelligence compilation adversarial-machine-learning ai-security offensive-ai
  • Updated Aug 1, 2026
  • HTML

BorealisAI / advertorch

Star 1.4k

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

safe-graph / graph-adversarial-learning-literature

Star 861

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 782

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

benchmark model-zoo adversarial-machine-learning adversarial-robustness
  • Updated Apr 14, 2026
  • Python

chawins / llm-sp

Star 582

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 546

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

Star 541

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

Star 526

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

deadbits / vigil-llm

Star 496

⚡ 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

Star 486

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 May 12, 2026
  • Python

EdisonLeeeee / GraphGallery

Star 475

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

RiccardoBiosas / awesome-MLSecOps

Star 460

A curated list of MLSecOps tools and resources for securing machine learning and AI systems - adversarial ML defense, LLM security, AI red teaming, model scanning, supply-chain protection, and MLOps pipeline security.

owasp threat-modeling ai-agents adversarial-machine-learning machine-learning-security ai-security mlops supply-chain-security data-poisoning ai-governance mlsecops large-language-model prompt-injection llm-security ai-red-teaming mcp-security rag-security model-poisoning mlops-security agentic-security
  • Updated Aug 15, 2026
  • Astro

Koukyosyumei / AIJack

Star 430

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 May 30, 2026
  • C++

locuslab / smoothing

Star 416

Provable adversarial robustness at ImageNet scale

adversarial-machine-learning
  • Updated May 20, 2019
  • Python

MinghuiChen43 / awesome-trustworthy-deep-learning

Star 390

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

security privacy deep-learning backdoor uncertainty ownership causality fairness watermarking poisoning robustness adversarial-machine-learning machine-unlearning interpretable-deep-learning ai-alignment green-ai membership-inference-attack hallucinations gradient-leakage out-of-distribution-generalization
  • Updated Aug 11, 2026

ebagdasa / backdoors101

Star 384

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

Improve this page

Add a description, image, and links to the adversarial-machine-learning topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the adversarial-machine-learning topic, visit your repo's landing page and select "manage topics."

Learn more

Back | FazBrowse Home | New Git URL