Generative AI Security Generative AI Tools

Tools for identifying, testing, and mitigating security risks in generative AI systems and LLM applications, including vulnerability assessment, adversarial testing, threat modeling, and AI-powered security analysis. Does NOT include general cybersecurity tools, network intrusion detection, or security tools that don't specifically target AI/LLM risks.

There are 50 generative ai security tools tracked. 1 score above 70 (verified tier). The highest-rated is microsoft/PyRIT at 76/100 with 3,630 stars. 2 of the top 10 are actively maintained.

Get all 50 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=generative-ai&subcategory=generative-ai-security&limit=20"

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

#	Tool	Score	Tier	Stars	Language
1	microsoft/PyRIT The Python Risk Identification Tool for generative AI (PyRIT) is an open...	76	Verified	3,630	Python
2	Azure/PyRIT The Python Risk Identification Tool for generative AI (PyRIT) is an open...	61	Established	3,546	Python
3	arsbr/Veritensor The Anti-Virus for AI Artifacts & RAG Firewall. A static analysis tool...	49	Emerging	67	Python
4	canada-ca/navigator Real-time, collaborative, threat modeling tool. / Un outil collaboratif de...	46	Emerging	15	Elixir
5	ErdemOzgen/RedAiRange AI Red Teaming Range	46	Emerging	123	Jupyter Notebook
6	alpernae/AIHTTPAnalyzer AIHTTPAnalyzer revolutionizes web application security testing by bringing...	43	Emerging	63	Java
7	gensecaihq/genai-api-pentest-platform The GenAI API Pentest Platform is a API security testing tool that leverages...	39	Emerging	15	Python
8	SnailSploit/AATMF-Adversarial-AI-Threat-Modeling-Framework AATMF \| An Open Source - Adversarial AI Threat Modeling Framework	39	Emerging	7	YARA
9	anyin-ai/aperture Open-source AI visibility monitoring and analytics. Track how your brand...	34	Emerging	1	TypeScript
10	fxops-ai/AI-acceptable-use-policy Customizable AI Acceptable Use Policy and governance framework for US...	34	Emerging	1	—
11	maxneuvians/valentine Valentine is a real-time collaborative threat modeling tool that combines...	31	Emerging	4	Elixir
12	Cybonto/OllaDeck OllaDeck is a purple technology stack for Generative AI (text modality)...	31	Emerging	18	Python
13	daviaraujocc/log-sense-ai 🤖AI-powered log analysis using Structured Outputs	30	Emerging	2	Python
14	scthornton/genai-security-guide GenAI Security Guide - OWASP LLM	29	Experimental	3	TypeScript
15	rishika105/CodeShield-AI A GenAI-powered cybersecurity platform for developers that detects code...	28	Experimental	1	JavaScript
16	blandfort/french-fries Multi-criteria red-teaming with AI agents	27	Experimental	1	Python
17	mgrofsky/AegisShield Generative AI Threat Modeler	24	Experimental	3	Jupyter Notebook
18	ZySec-AI/.github ZySec AI: Lead the Sovereign Intelligence Era	24	Experimental	2	—
19	Satyapraveenv/ai-qe-innovation-lab AI-powered QE experiments achieving 50%+ efficiency gains. Includes GenAI...	24	Experimental	1	Python
20	aniketpitre/GenAI-Honeypot GenAI-Honeypot is an advanced, AI-powered honeypot system designed to...	23	Experimental	2	Shell
21	arjinexe/entropy-chaos API security testing with LLM-generated attack scenarios	23	Experimental	2	Python
22	bogdanticu88/OmniFuzz-LLM Adversarial testing and red-teaming framework for enterprise LLM...	22	Experimental	—	Python
23	FilledVaccum/redforge 🔥 Production-grade LLM Red Teaming & Vulnerability Scanner — 47 probes, 9...	22	Experimental	—	Python
24	operalag/airi-spec AIRI — AI Readiness Index: Open Specification v1.0 for measuring AI...	22	Experimental	—	—
25	DT-Foss/foss-advanced-research Advanced Engineering Portfolio: Reference Implementations for Post-Quantum...	22	Experimental	1	Python
26	lukeman817/sdr-audit-agent A proof-of-concept AI Audit Agent built to study LLM-native vulnerabilities...	22	Experimental	1	HTML
27	mhmdgazzar/AI-Check A comprehensive security and governance checklist for developers integrating...	22	Experimental	1	HTML
28	ParthTiwari-Coder/SafeGuardAI AI Safety Governor for Healthcare Content - Filters dangerous medical...	21	Experimental	—	Python
29	rootquotient/GenAI-Observability Lightweight Node.js SDK and CLI that helps teams track GenAI API cost,...	21	Experimental	—	JavaScript
30	abdazeez12/AI-Based-Network-Intrusion-Detection-System Detect network threats using AI to analyze traffic and identify intrusions...	21	Experimental	—	Python
31	samftggr/VEN0m-Ransomware Demonstrate how a signed driver can bypass defenses to deploy ransomware on...	21	Experimental	—	Rust
32	mbwika/GenAI-ML-SecAudit GenAI-ML-SecAudit is an implementation of OWASP 2025 Top 10 for LLMs and Gen...	20	Experimental	3	HTML
33	scthornton/airs_pyrit Pyrit test with Palo Alto Networks AI Runtime Security	19	Experimental	2	Python
34	haripatel07/ai-honeypot Generative AI-driven Honeypot for cybersecurity. Simulates realistic server...	19	Experimental	2	Python
35	HamzaAlsarakbi/genai-cyber-log-analyzer An automated DevSecOps tool that leverages LangChain and Generative AI...	19	Experimental	—	Python
36	BenderScript/meraki_syslog_parser This Python script provides functions to parse different types of logs: URL...	18	Experimental	2	Python
37	tahmidefaz/seedling 🌱 Simple and scalable intent recognition using LLMs	17	Experimental	1	Python
38	haripatel07/ai-smart-fuzzer AI-powered web fuzzer combining Markov-chain payload generation with...	17	Experimental	—	Python
39	EngineerMichael/GE-Aerospace-Inspired-AI-Wingmate-Lean-Six-Sigma-Innovation-Tool-2025-Proficy-TIPQA-Windchill-Oracle Enhancing SQDC with AI & ML for Improving DLP and Overall Aircraft Equipment...	17	Experimental	1	—
40	darkquasar/propagami Building vector and graph-based detection engineering propagators	15	Experimental	—	Python
41	0ameyasr/VB-AF Implementation of Vocabulary-Based Adversarial Fuzzing (VB-AF) to...	14	Experimental	1	Python
42	L11cif3r/AI-Vulnerability-Orchestrator basically a pipeline that runs SAST, DAST, VAPT and CVC on web apps...	14	Experimental	—	Python
43	Zackaroni1/CyberPulse-AI-Powered-API-Security-Monitoring-Threat-Intelligence-Platform Monitor API traffic in real-time to detect anomalies and classify threats...	14	Experimental	—	Python
44	NaeemAkmal/AI-Powered-Network-Anomaly-Detection Using K-Means Clustering to analyze network traffic and detect anomalies...	14	Experimental	—	—
45	SHyamSundar570/foss-advanced-research 🔧 Build high-assurance systems with proven reference implementations for AI...	13	Experimental	—	—
46	kanva001/genai-qe-enterprise-lab Enterprise-grade Quality Engineering lab demonstrating GenAI-assisted...	13	Experimental	—	Java
47	Aaniket09/AI-SOC-Agent A modular AI-powered CLI for Azure Sentinel threat hunting & remediation....	12	Experimental	1	Python
48	afri-bit/AlpacAI Driving Assistant System to avoid driver drowsiness powered by generative AI	11	Experimental	3	Python
49	tsumarios/GenAI4CySec A collection of spooky scripts that demonstrate the potential of Large...	11	Experimental	—	Jupyter Notebook
50	Amin-0513/ollama-ids-server LLM-powered IDS: NSL-KDD training, attack classification (R2L, U2L, Probe,...	10	Experimental	1	Python