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 114 ai red teaming frameworks tracked. 12 score above 50 (established tier). The highest-rated is TalEliyahu/Awesome-AI-Security at 69/100 with 569 stars. 3 of the top 10 are actively maintained.

Get all 114 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	69	Established	569	—
2	The-Art-of-Hacking/h4cker This repository is maintained by Omar Santos (@santosomar) and includes...	64	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	jiep/offensive-ai-compilation A curated list of useful resources that cover Offensive AI.	60	Established	1,351	HTML
5	Kim-Hammar/csle A research platform to develop automated security policies using...	59	Established	142	Python
6	sigstore/model-transparency Supply chain security for ML	58	Established	226	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	McGill-DMaS/Kam1n0-Community The Kam1n0 Assembly Analysis Platform	51	Established	626	C
10	brannondorsey/PassGAN A Deep Learning Approach for Password Guessing (https://arxiv.org/abs/1709.00440)	51	Established	1,960	Python
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	CybernetiX-S3C/CybernetiX-S3C.github.io This is the OFFICIAL CybernetiX S3C website.	49	Emerging	22	HTML
15	ThalesGroup/secure-ml Explore ThalesGroup's comprehensive framework for secure machine learning...	48	Emerging	21	—
16	arxhr007/Aliens_eye Hunt down 840+ social media accounts using AI	47	Emerging	408	Python
17	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
18	bee-san/Ciphey ⚡ Automatically decrypt encryptions without knowing the key or cipher,...	44	Emerging	21,233	Python
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	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	—
21	gsurma/password_cracker Char-level RNN LSTM password cracker 🔑🔓.	43	Emerging	60	—
22	Benjamin-KY/MLSecOps This repository serves as a comprehensive resource for integrating machine...	42	Emerging	34	—
23	greydanus/crypto-rnn Learning the Enigma with Recurrent Neural Networks	40	Emerging	164	Jupyter Notebook
24	computablefacts/cywise Cybersecurity for the mortals.	40	Emerging	19	PHP
25	RevEngAI/reait RevEng.AI Toolkit and Python API	40	Emerging	33	Python
26	JosephTLucas/HackThisAI Adversarial Machine Learning (AML) Capture the Flag (CTF)	40	Emerging	113	Jupyter Notebook
27	unica-mlsec/mlsec PhD/MSc course on Machine Learning Security (Univ. Cagliari)	40	Emerging	225	Jupyter Notebook
28	Splinter0/tensorflow-rce RCE PoC for Tensorflow using a malicious Lambda layer	40	Emerging	61	Python
29	awsm-research/Awesome-AI4DevSecOps This repository offers a detailed taxonomy of existing AI-driven security...	39	Emerging	19	—
30	lhmtriet/awesome-vulnerability-assessment An ever-growing list of resources for data-driven vulnerability assessment...	39	Emerging	136	—
31	CODEXISTdev/Project-STROT Stealthy Tool for Root Oriented Tunneling - a Red Teaming Tool that grabs...	38	Emerging	7	Python
32	incertum/cyber-matrix-ai Collection of cyber security and "AI" relevant topics	37	Emerging	73	Jupyter Notebook
33	Billy1900/Awesome-AI-for-cybersecurity Awesome list of AI for cybersecurity including network (network traffic...	36	Emerging	239	—
34	user1342/Awesome-Binary-Analysis-Automation A curated list of awesome binary analysis automation training, resources, and tools.	36	Emerging	55	—
35	TalEliyahu/awesome-business-of-cybersecurity Explore cybersecurity’s market dynamics through public companies, capital...	36	Emerging	92	—
36	anodicpassion/STROT Stealthy Tool for Root Oriented Tunneling - a Red Teaming Tool that grabs...	36	Emerging	7	Python
37	FJRG2007/snatch 📥 AI OSINT - Capture, download, and enjoy.	36	Emerging	34	Python
38	hardware-fab/chameleon A Dataset for Segmenting and Attacking Obfuscated Power Traces in...	35	Emerging	11	Python
39	gfranrp/Auto-Pentest-LLM 🔍 Automate penetration testing with an intelligent agent that organizes...	35	Emerging	2	Python
40	Priyans0830m/IP-INFOGA-SpS Internet protocol address information gethring Tool	34	Emerging	10	Shell
41	tikeswar/kido White hat hacking passwords using ML	34	Emerging	53	Jupyter Notebook
42	nouralmulhem/Cipher-Sphere 🕵️‍♀️ an implementation of the Dell Hackathon game steganography	33	Emerging	3	Jupyter Notebook
43	mel4mi/HackGurat Siber Güvenlik alanında kendini geliştirmek isteyenler için her türlü...	32	Emerging	25	—
44	Vignesh010101/red-teaming A sophisticated red-teaming agent built with LangGraph and Ollama to probe...	32	Emerging	4	Python
45	AI-Security-Research-Group/LLM-Attacks Comprehensive taxonomy of AI security vulnerabilities, LLM adversarial...	31	Emerging	7	—
46	RevEngAI/reai-r2 RevEng.AI Radare2 Plugin	31	Emerging	17	C
47	Remarkably-Mind-Blowing-Lab/Awesome-MLSecOps A reading list for MLSecOps!	30	Emerging	141	JavaScript
48	vmayoral/ExploitFlow A library to produce cybersecurity exploitation routes (exploit flows)....	29	Experimental	37	Python
49	Arnoldlarry15/red-set-protocell An Open-source AI safety platform using dual-agent Sniper/Spotter...	29	Experimental	3	Python
50	apartresearch/3cb 3cb: Catastrophic Cyber Capabilities Benchmarking of Large Language Models	29	Experimental	15	Python
51	vnlinh112/abuse-AI Containing several tutorials/demo about malicious uses and abuses of...	29	Experimental	1	Jupyter Notebook
52	AI4CYBER-HE/ai4cyber The main repository of the AI4CYBER Horizon Europe project. Funded by the...	28	Experimental	1	—
53	scthornton/securecode-aiml 750-example security training dataset for AI coding assistants covering...	26	Experimental	2	—
54	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	26	Experimental	8	—
55	raghavpoonia/ai-security-mastery Complete 90-day learning path for AI security: ML fundamentals → LLM...	26	Experimental	4	Jupyter Notebook
56	michal-kapala/dubRE ML-driven function symbol extraction plugin for IDA Pro	26	Experimental	10	Python
57	dug22/LockSpot A machine learning tool designed to analyze ciphertext and identify the most...	24	Experimental	1	Java
58	sensible-ki/sensible-ki.github.io Secure and trustworthy mobile AI.	24	Experimental	1	HTML
59	sylvesterkaczmarek/Sylvester-Kaczmarek Sylvester Kaczmarek's Showcase: Cybersecurity for Space, AI, and Robotics....	24	Experimental	21	Python
60	dsp-dr/defcon33-model-security-lab Security research on AI/ML model vulnerabilities based on DEF CON 33...	23	Experimental	6	Python
61	sampras343/model-transparency-go Supply chain security for ML	23	Experimental	—	Go
62	Youngsmurk0987-dev/adam-ada Cyber-security	23	Experimental	1	HTML
63	shrey-x/ai-llm-red-team-handbook 🚀 Assess AI/LLM security with this comprehensive toolkit for red team...	23	Experimental	1	Python
64	dubermandeer/Worm-GPT-LLM-2026 High-performance C++ execution engine for LLM red-teaming and prompt...	23	Experimental	1	C++
65	daletoniris/alchemind From the first artificial neurons to autonomous defense systems — Book +...	23	Experimental	2	Python
66	subham23s/BLOCK-VERIFIER Blockchain-based ML model and file integrity verification using SHA-256,...	22	Experimental	—	Python
67	shaurya278898/cap-spec 🔍 Establish cryptographic audit trails for AI content systems, ensuring...	22	Experimental	1	—
68	capetron/ai-security-best-practices Security guide for deploying AI systems in regulated industries. Covers...	22	Experimental	—	—
69	OPBOY1203/redmind 🛠️ Streamline offensive operations with RedMind: a curated collection of...	22	Experimental	—	Python
70	NeaByteLab/LLM-Vulnerability Analysis of LLM Exploitation Through External Data Sources.	22	Experimental	—	—
71	musthus24/prompt-injection-detection-service Security middleware for LLM applications that analyzes prompts for injection...	22	Experimental	—	Python
72	galpt/dnscrypt-cake Adjusting CAKE's RTT automatically based on real world network condition...	22	Experimental	20	Go
73	ankitsharma-tech/Ciphey Automatically decrypt encryptions without knowing the key or cipher, decode...	22	Experimental	9	Python
74	alikhan126/loato-bench LOATO-Bench: Leave-One-Attack-Type-Out evaluation of embedding-based prompt...	22	Experimental	—	Python
75	JosephTLucas/lintML A security-first linter for code that shouldn't need linting	22	Experimental	18	Python
76	ProgrammerRayyan/auth-cn 🔐 Build authentication UI components easily with Auth CN, designed for...	21	Experimental	—	TypeScript
77	keusuanl-sec/Ciphey Automatically decrypt encryptions without knowing the key or cipher, decode...	21	Experimental	43	Python
78	z-edian/publications z_edian's cybersecurity policy analyses	20	Experimental	2	—
79	HoffmannAlex/Pirater-un-compte-GMail-Avec-IA Outil de recherche et d’apprentissage en sécurité des mots de passe Gmail...	20	Experimental	1	Python
80	rauschecker/AI-Hacking-Challenges A collection of dockerized hacking challenges that focus on breaking out of...	20	Experimental	4	TypeScript
81	kyegomez/NetNinja Modular, high-performance, and re-useable building blocks for your hacking...	20	Experimental	5	Python
82	CrypToolProject/M209KnownPlaintextAttackML This project uses Machine Learning (ML), specifically Artificial Neural...	20	Experimental	6	Jupyter Notebook
83	PascalCTF/PascalCTF-Beginners-2026 This repository contains all the sourcecodes and writeups of the 2026...	19	Experimental	4	C
84	automate-it0/physical-attack-failover-toolkit A comprehensive toolkit for sysadmins to ensure confident failover execution...	19	Experimental	—	Python
85	amiantos/tyler Tyler keeps your SillyTavern installation safe from prying eyes	19	Experimental	2	JavaScript
86	101010ai/awesome-attacks-ai A curated list of modern attacks against Artificial Intelligence	19	Experimental	4	—
87	Bassamejlaoui/Jailbreaking-Censored-Aligned-LLMs Jailbreaking Aligned LLMs with ArtPrompt	18	Experimental	2	—
88	HoffmannAlex/Pirater-un-compte-Facebook-Avec-IA Outil avancé d’IA conçu pour analyser et pirater la sécurité des comptes...	17	Experimental	—	Python
89	Bleurayn/VeriAbyss “VeriAbyss: Unbreakable AI Veracity Oracle fusing AntiSIM v4.0 entropy...	17	Experimental	—	Python
90	HoffmannAlex/Pirater-un-compte-Yahoo-Avec-IA Un outil d’IA avancé destiné à l’évaluation et au piratage de la sécurité...	17	Experimental	—	Python
91	HoffmannAlex/Hack-TikTok-Account-with-AI An AI-powered educational and research initiative that studies TikTok...	17	Experimental	—	Python
92	danbyai/danbys-cyber-dojo 🥋 AI-powered Purple Team training framework for CompTIA Security+ prep,...	17	Experimental	—	Shell
93	HoffmannAlex/Hack-Yahoo-Account-with-AI An AI-driven hacking research and training project focused on Yahoo...	17	Experimental	—	Python
94	frangelbarrera/Awesome-Hacking-with-AI The definitive guide to AI-powered offensive security, exploring advanced...	16	Experimental	4	—
95	tessera-ops/awesome-ai-security A curated list of awesome AI security tools, frameworks, and resources....	16	Experimental	2	—
96	PGHOON/CryptoGuard ACM ASIA Conference on Computer and Communications Security (AsiaCCS) 2025	16	Experimental	2	C
97	HoffmannAlex/Hack-WiFi-Password-With-AI This tool leverages advanced AI techniques to automate the process of...	15	Experimental	5	Python
98	knooob/Auto-Pentest-LLM An autonomous AI security agent capable of performing end-to-end penetration...	15	Experimental	2	Python
99	Geoffroeadecorticansaccordionist209/CDEC-B71 Provide secure WiFi credentials and manage access details for CloudBlitz...	14	Experimental	—	—
100	omran333-a/Trigon-Legacy Exploit an integer overflow in iOS 7–9 kernels to gain arbitrary physical...	14	Experimental	—	C
101	sxz0/awesome-research-venue-guide-ai-cyber A strategic methodology and curated list of journals, conferences, and...	14	Experimental	1	—
102	arnav22098/ac_project Machine learning cryptanalysis of reduced-round Speck32/64 with neural distinguishers	14	Experimental	—	Python
103	obrunolima1910/CVE-2026-24061 🚨 Exploit CVE-2026-24061, a critical remote authentication bypass in GNU...	14	Experimental	—	Python
104	Jhowcae/En0wn 🖥️ Practice Windows privilege escalation techniques with this free,...	13	Experimental	—	—
105	lastenvoy30/Cipher AI-powered cybersecurity learning platform to analyze threats, practice...	13	Experimental	—	JavaScript
106	NikitosHanik4/xianzhi-research 🔐 Extract insights from 5621 security research articles to enhance...	13	Experimental	—	—
107	Cupcake137/Simula-o_Ataque_PTES_Windows 🔍 Simulate a complete pentest using only native Windows tools, aligning with...	13	Experimental	—	—
108	0xNslabs/Awesome-AI-Deception An awesome list of resources on AI cyber deception, exploring adversarial...	11	Experimental	2	—
109	Siddhesh-Agarwal/pyCaesar A Caesar Cipher web app with encryption and decryption.	11	Experimental	—	Python
110	shubham5027/Convolutional-Neural-Networks-to-Cryptography-for-Encryption-Decryption The prospect of utilizing neural networks (convolutional neural networks)...	11	Experimental	3	Jupyter Notebook
111	GhariebML/ICAIL_Final_Graduation_Project_Random_Password_Maker 🔐 ML-powered password strength analyzer & random password generator using...	11	Experimental	—	Jupyter Notebook
112	saro0307/Tavern-cut Tavern cut is a Turing test integrated Encryption system that provides...	11	Experimental	—	Python
113	erenmulkoglu/python-md5Cracker Hash çözmek için oluşturulmuş kullanışlı bir cracker. (A useful cracker...	10	Experimental	2	Python
114	abdelnour13/Claw-The-Flag---Black-Box-Attack BlackBox Attack challenge authored for the #ClawTheFlag CTF organized by #Cybears	10	Experimental	1	Jupyter Notebook