AI Red Teaming ML Frameworks

Tools, frameworks, and resources for adversarial testing of AI systems, offensive security automation, and red team operations using AI. Does NOT include general cybersecurity training, vulnerability scanning, or non-AI-specific penetration testing platforms.

There are 127 ai red teaming frameworks tracked. 1 score above 70 (verified tier). The highest-rated is TalEliyahu/Awesome-AI-Security at 72/100 with 569 stars. 3 of the top 10 are actively maintained.

Get all 127 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=ai-red-teaming&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	TalEliyahu/Awesome-AI-Security Curated resources, research, and tools for securing AI systems	72	Verified	569	—
2	The-Art-of-Hacking/h4cker This repository is maintained by Omar Santos (@santosomar) and includes...	67	Established	25,483	Jupyter Notebook
3	aw-junaid/Hacking-Tools This Repository is a collection of different ethical hacking tools and...	61	Established	765	C
4	sigstore/model-transparency Supply chain security for ML	61	Established	226	Python
5	jiep/offensive-ai-compilation A curated list of useful resources that cover Offensive AI.	60	Established	1,351	HTML
6	Kim-Hammar/csle A research platform to develop automated security policies using...	59	Established	142	Python
7	sanscript-tech/hacking-tools-scripts Hacking Scripts that will blow your mind engineered by Hackers ♠️.	57	Established	70	Jupyter Notebook
8	blackhillsinfosec/WifiForge WifiForge is a tool developed by Black Hills InfoSec to help train...	55	Established	632	Python
9	brannondorsey/PassGAN A Deep Learning Approach for Password Guessing (https://arxiv.org/abs/1709.00440)	51	Established	1,960	Python
10	McGill-DMaS/Kam1n0-Community The Kam1n0 Assembly Analysis Platform	51	Established	626	C
11	jivoi/awesome-ml-for-cybersecurity :octocat: Machine Learning for Cyber Security	51	Established	8,238	—
12	evilsocket/pwnagotchi (⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.	50	Established	8,991	Python
13	RevEngAI/plugin-ida RevEng.AI IDA Pro Plugin	49	Emerging	133	Python
14	arxhr007/Aliens_eye Hunt down 840+ social media accounts using AI	47	Emerging	408	Python
15	PadishahIII/RFGuess 基于机器学习的社工字典生成工具. A Machine Learning Approach for Password Guessing. The...	45	Emerging	30	HTML
16	bee-san/Ciphey ⚡ Automatically decrypt encryptions without knowing the key or cipher,...	44	Emerging	21,233	Python
17	404notf0und/AI-for-Security-Learning 安全场景、基于AI的安全算法和安全数据分析业界实践	43	Emerging	1,757	—
18	gsurma/password_cracker Char-level RNN LSTM password cracker 🔑🔓.	43	Emerging	60	—
19	philipperemy/tensorflow-1.4-billion-password-analysis Deep Learning model to analyze a large corpus of clear text passwords.	43	Emerging	1,955	Python
20	CybernetiX-S3C/CybernetiX-S3C.github.io This is the OFFICIAL CybernetiX S3C website.	42	Emerging	22	HTML
21	Benjamin-KY/MLSecOps This repository serves as a comprehensive resource for integrating machine...	42	Emerging	34	—
22	ThalesGroup/secure-ml Explore ThalesGroup's comprehensive framework for secure machine learning...	41	Emerging	21	—
23	unica-mlsec/mlsec PhD/MSc course on Machine Learning Security (Univ. Cagliari)	40	Emerging	225	Jupyter Notebook
24	RevEngAI/reait RevEng.AI Toolkit and Python API	40	Emerging	33	Python
25	Splinter0/tensorflow-rce RCE PoC for Tensorflow using a malicious Lambda layer	40	Emerging	61	Python
26	JosephTLucas/HackThisAI Adversarial Machine Learning (AML) Capture the Flag (CTF)	40	Emerging	113	Jupyter Notebook
27	greydanus/crypto-rnn Learning the Enigma with Recurrent Neural Networks	40	Emerging	164	Jupyter Notebook
28	lhmtriet/awesome-vulnerability-assessment An ever-growing list of resources for data-driven vulnerability assessment...	39	Emerging	136	—
29	ashiandd/arsenal-ng 🎯 Launch pentesting commands quickly with arsenal-ng, a modern, streamlined...	38	Emerging	5	Go
30	incertum/cyber-matrix-ai Collection of cyber security and "AI" relevant topics	37	Emerging	73	Jupyter Notebook
31	TalEliyahu/awesome-business-of-cybersecurity Explore cybersecurity’s market dynamics through public companies, capital...	36	Emerging	92	—
32	computablefacts/cywise Cybersecurity for the mortals.	36	Emerging	19	PHP
33	FJRG2007/snatch 📥 AI OSINT - Capture, download, and enjoy.	36	Emerging	34	Python
34	Billy1900/Awesome-AI-for-cybersecurity Awesome list of AI for cybersecurity including network (network traffic...	36	Emerging	239	—
35	tessera-ops/tessera 42 OWASP security tests for AI models & agents. First framework with...	36	Emerging	2	Python
36	user1342/Awesome-Binary-Analysis-Automation A curated list of awesome binary analysis automation training, resources, and tools.	36	Emerging	55	—
37	rv427447/Cognitive-Hijacking-in-Long-Context-LLMs 🧠 Explore cognitive hijacking in long-context LLMs, revealing...	35	Emerging	1	—
38	numbpill3d/SHEOGORATHS_CHAMPION_ai.JAILBREAK become SHEOGORATH'S BELOVED CHAMPION In this immersive and delightfully...	35	Emerging	2	—
39	tikeswar/kido White hat hacking passwords using ML	34	Emerging	53	Jupyter Notebook
40	awsm-research/Awesome-AI4DevSecOps This repository offers a detailed taxonomy of existing AI-driven security...	32	Emerging	19	—
41	CODEXISTdev/Project-STROT Stealthy Tool for Root Oriented Tunneling - a Red Teaming Tool that grabs...	31	Emerging	7	Python
42	Remarkably-Mind-Blowing-Lab/Awesome-MLSecOps A reading list for MLSecOps!	30	Emerging	141	JavaScript
43	anodicpassion/STROT Stealthy Tool for Root Oriented Tunneling - a Red Teaming Tool that grabs...	29	Experimental	7	Python
44	vmayoral/ExploitFlow A library to produce cybersecurity exploitation routes (exploit flows)....	29	Experimental	37	Python
45	gfranrp/Auto-Pentest-LLM 🔍 Automate penetration testing with an intelligent agent that organizes...	28	Experimental	2	Python
46	hardware-fab/chameleon A Dataset for Segmenting and Attacking Obfuscated Power Traces in...	28	Experimental	11	Python
47	Priyans0830m/IP-INFOGA-SpS Internet protocol address information gethring Tool	27	Experimental	10	Shell
48	Vignesh010101/red-teaming A sophisticated red-teaming agent built with LangGraph and Ollama to probe...	26	Experimental	4	Python
49	nouralmulhem/Cipher-Sphere 🕵️‍♀️ an implementation of the Dell Hackathon game steganography	26	Experimental	3	Jupyter Notebook
50	Arnoldlarry15/red-set-protocell An Open-source AI safety platform using dual-agent Sniper/Spotter...	25	Experimental	3	Python
51	secwexen/aapp-mart AAPP‑MART is an AI‑driven multi‑agent red team simulation and attack‑path...	25	Experimental	4	Python
52	AbstractionsLab/c5dec C5-DEC CAD (part of CyFORT/IPCEI-CIS): AI-enabled toolkit for secure system...	25	Experimental	3	Python
53	mel4mi/HackGurat Siber Güvenlik alanında kendini geliştirmek isteyenler için her türlü...	25	Experimental	25	—
54	RevEngAI/reai-r2 RevEng.AI Radare2 Plugin	24	Experimental	17	C
55	scthornton/securecode-aiml 750-example security training dataset for AI coding assistants covering...	24	Experimental	2	—
56	daletoniris/alchemind From the first artificial neurons to autonomous defense systems — Book +...	24	Experimental	2	Python
57	sampras343/model-transparency-go Supply chain security for ML	24	Experimental	—	Go
58	AI-Security-Research-Group/LLM-Attacks Comprehensive taxonomy of AI security vulnerabilities, LLM adversarial...	24	Experimental	7	—
59	dubermandeer/Worm-GPT-LLM-2026 High-performance C++ execution engine for LLM red-teaming and prompt...	23	Experimental	1	C++
60	shrey-x/ai-llm-red-team-handbook 🚀 Assess AI/LLM security with this comprehensive toolkit for red team...	23	Experimental	1	Python
61	HoffmannAlex/Hack-Instagram-Account-with-AI AI-powered Instagram security hacking tool that uses machine learning to...	23	Experimental	5	Python
62	shaurya278898/cap-spec 🔍 Establish cryptographic audit trails for AI content systems, ensuring...	23	Experimental	1	—
63	Youngsmurk0987-dev/adam-ada Cyber-security	23	Experimental	1	HTML
64	capetron/ai-security-best-practices Security guide for deploying AI systems in regulated industries. Covers...	22	Experimental	—	—
65	sensible-ki/sensible-ki.github.io Secure and trustworthy mobile AI.	22	Experimental	1	HTML
66	AI4CYBER-HE/ai4cyber The main repository of the AI4CYBER Horizon Europe project. Funded by the...	22	Experimental	1	—
67	himuxhehe/ai-jail Isolate AI coding agents using sandbox tools like bwrap and sandbox-exec to...	22	Experimental	—	Rust
68	musthus24/prompt-injection-detection-service Security middleware for LLM applications that analyzes prompts for injection...	22	Experimental	—	Python
69	OPBOY1203/redmind 🛠️ Streamline offensive operations with RedMind: a curated collection of...	22	Experimental	—	Python
70	subham23s/BLOCK-VERIFIER Blockchain-based ML model and file integrity verification using SHA-256,...	22	Experimental	—	Python
71	jrajath94/adversarial-prompt-suite Systematic red-teaming framework for adversarial prompt evaluation —...	22	Experimental	—	Python
72	alikhan126/loato-bench LOATO-Bench: Leave-One-Attack-Type-Out evaluation of embedding-based prompt...	22	Experimental	—	Python
73	NeaByteLab/LLM-Vulnerability Analysis of LLM Exploitation Through External Data Sources.	22	Experimental	—	—
74	vnlinh112/abuse-AI Containing several tutorials/demo about malicious uses and abuses of...	22	Experimental	1	Jupyter Notebook
75	jaysab1201/SILVERPICK 🚀 Build efficient Position Independent Code for Windows x64 using...	22	Experimental	—	C++
76	ProgrammerRayyan/auth-cn 🔐 Build authentication UI components easily with Auth CN, designed for...	22	Experimental	—	TypeScript
77	ZoobyMoo2744/provenance-action 🔒 Fail CI if dependencies in your lockfile lose npm provenance or trusted...	22	Experimental	—	TypeScript
78	raghavpoonia/ai-security-mastery Complete 90-day learning path for AI security: ML fundamentals → LLM...	22	Experimental	4	Jupyter Notebook
79	apartresearch/3cb 3cb: Catastrophic Cyber Capabilities Benchmarking of Large Language Models	22	Experimental	15	Python
80	keusuanl-sec/Ciphey Automatically decrypt encryptions without knowing the key or cipher, decode...	21	Experimental	43	Python
81	HoffmannAlex/Pirater-un-compte-GMail-Avec-IA Outil de recherche et d’apprentissage en sécurité des mots de passe Gmail...	20	Experimental	1	Python
82	dug22/LockSpot A machine learning tool designed to analyze ciphertext and identify the most...	20	Experimental	1	Java
83	satan1a/ai-for-security 对AI相关技术在信息安全领域内进行应用的实践	19	Experimental	8	—
84	michal-kapala/dubRE ML-driven function symbol extraction plugin for IDA Pro	19	Experimental	10	Python
85	HoffmannAlex/Hack-Yahoo-Account-with-AI An AI-driven hacking research and training project focused on Yahoo...	19	Experimental	—	Python
86	HoffmannAlex/Pirater-un-compte-Yahoo-Avec-IA Un outil d’IA avancé destiné à l’évaluation et au piratage de la sécurité...	19	Experimental	—	Python
87	HoffmannAlex/Hack-TikTok-Account-with-AI An AI-powered educational and research initiative that studies TikTok...	19	Experimental	—	Python
88	HoffmannAlex/Pirater-un-compte-Facebook-Avec-IA Outil avancé d’IA conçu pour analyser et pirater la sécurité des comptes...	19	Experimental	—	Python
89	yadavnikhil17102004/pentest-copilot Agentic AI-powered exploitation assistant that seamlessly integrates LLMs...	19	Experimental	—	JavaScript
90	automate-it0/physical-attack-failover-toolkit A comprehensive toolkit for sysadmins to ensure confident failover execution...	19	Experimental	—	Python
91	skizap/Advanced-Penetration-Testing-Framework AI Generated Penetration Testing Framework	18	Experimental	3	Python
92	Mr-Infect/The_Citadel The Citadel is not just a training platform; it is a battleground. As AI...	18	Experimental	3	JavaScript
93	sylvesterkaczmarek/Sylvester-Kaczmarek Sylvester Kaczmarek's Showcase: Cybersecurity for Space, AI, and Robotics....	17	Experimental	21	Python
94	dsp-dr/defcon33-model-security-lab Security research on AI/ML model vulnerabilities based on DEF CON 33...	17	Experimental	6	Python
95	amiantos/tyler Tyler keeps your SillyTavern installation safe from prying eyes	17	Experimental	2	JavaScript
96	Sherin-SEF-AI/CTF-Term cross-platform terminal CTF engine with both CLI and TUI interfaces....	16	Experimental	1	Python
97	llmbreaker-hq/llmbreaker Break your AI before hackers do. Red team your LLM APIs in minutes with...	16	Experimental	1	TypeScript
98	ankitsharma-tech/Ciphey Automatically decrypt encryptions without knowing the key or cipher, decode...	16	Experimental	9	Python
99	tessera-ops/awesome-ai-security A curated list of awesome AI security tools, frameworks, and resources....	16	Experimental	2	—
100	Parisinghchauhan/AuthenTech AuthenTech employs cutting-edge technology to verify online purchases'...	15	Experimental	2	—
101	JosephTLucas/lintML A security-first linter for code that shouldn't need linting	15	Experimental	18	Python
102	HoffmannAlex/Hack-WiFi-Password-With-AI This tool leverages advanced AI techniques to automate the process of...	15	Experimental	5	Python
103	galpt/dnscrypt-cake Adjusting CAKE's RTT automatically based on real world network condition...	15	Experimental	20	Go
104	Bleurayn/VeriAbyss “VeriAbyss: Unbreakable AI Veracity Oracle fusing AntiSIM v4.0 entropy...	15	Experimental	—	Python
105	danbyai/danbys-cyber-dojo 🥋 AI-powered Purple Team training framework for CompTIA Security+ prep,...	15	Experimental	—	Shell
106	wutang700/STProcessMonitorBYOVD 🛠 Exploit and control Windows processes using CVE-2025-70795 and...	15	Experimental	1	C++
107	NikitosHanik4/xianzhi-research 🔐 Extract insights from 5621 security research articles to enhance...	14	Experimental	—	—
108	Jhowcae/En0wn 🖥️ Practice Windows privilege escalation techniques with this free,...	14	Experimental	—	—
109	Cupcake137/Simula-o_Ataque_PTES_Windows 🔍 Simulate a complete pentest using only native Windows tools, aligning with...	14	Experimental	—	—
110	frangelbarrera/Awesome-Hacking-with-AI The definitive guide to AI-powered offensive security, exploring advanced...	14	Experimental	4	—
111	obrunolima1910/CVE-2026-24061 🚨 Exploit CVE-2026-24061, a critical remote authentication bypass in GNU...	14	Experimental	—	Python
112	omran333-a/Trigon-Legacy Exploit an integer overflow in iOS 7–9 kernels to gain arbitrary physical...	14	Experimental	—	C
113	arnav22098/ac_project Machine learning cryptanalysis of reduced-round Speck32/64 with neural distinguishers	14	Experimental	—	Python
114	rauschecker/AI-Hacking-Challenges A collection of dockerized hacking challenges that focus on breaking out of...	14	Experimental	4	TypeScript
115	Geoffroeadecorticansaccordionist209/CDEC-B71 Provide secure WiFi credentials and manage access details for CloudBlitz...	14	Experimental	—	—
116	Ductai953/CandyHole 🍬 Set up Paqet tunnels easily to bypass internet censorship between Iran and...	14	Experimental	—	Shell
117	CrypToolProject/M209KnownPlaintextAttackML This project uses Machine Learning (ML), specifically Artificial Neural...	13	Experimental	6	Jupyter Notebook
118	kyegomez/NetNinja Modular, high-performance, and re-useable building blocks for your hacking...	13	Experimental	5	Python
119	knooob/Auto-Pentest-LLM An autonomous AI security agent capable of performing end-to-end penetration...	13	Experimental	2	Python
120	z-edian/publications z_edian's cybersecurity policy analyses	13	Experimental	2	—
121	101010ai/awesome-attacks-ai A curated list of modern attacks against Artificial Intelligence	12	Experimental	4	—
122	sxz0/awesome-research-venue-guide-ai-cyber A strategic methodology and curated list of journals, conferences, and...	12	Experimental	1	—
123	AryanVBW/AirGhost AirGhost - WiFi Penetration Testing Platform	12	Experimental	1	HTML
124	PascalCTF/PascalCTF-Beginners-2026 This repository contains all the sourcecodes and writeups of the 2026...	12	Experimental	4	C
125	lastenvoy30/Cipher AI-powered cybersecurity learning platform to analyze threats, practice...	11	Experimental	—	JavaScript
126	Bassamejlaoui/Jailbreaking-Censored-Aligned-LLMs Jailbreaking Aligned LLMs with ArtPrompt	11	Experimental	2	—
127	GhariebML/ICAIL_Final_Graduation_Project_Random_Password_Maker 🔐 ML-powered password strength analyzer & random password generator using...	11	Experimental	—	Jupyter Notebook