Open detection-rule standard for AI agent security threats — like Sigma, but for AI agents. 768 rules across 10 categories; merged into Microsoft AGT, Cisco AI Defense, MISP, OWASP A-S-R-H, FINOS & SigmaHQ. MIT-licensed.

Vulntrex - View, Run & Compare Garak Scans in one sleek web interface.

Projet issu du codelab Devfest Nantes 2025 “La guerre des prompts” : atelier de 2h pour apprendre à pirater des IA et comment les protéger via des frameworks open source

Red teaming AI Goat™ to explore OWASP Top 10 for LLM Applications (2025), prompt injection, RAG poisoning, MCP-assisted auditing, and AI security vulnerabilities.

Python + SQL toolkit for LLM threat intelligence — flags prompt injection, jailbreaks, and data exfiltration mapped to OWASP LLM Top 10 (2025) & MITRE ATLAS.

KYA (Know Your Agents) — Open-source trust, governance, and evidentiary assurance infrastructure for autonomous systems. Built on KYP (Know Your Principal), a unified trust model for human users, AI agents, service accounts, and machine identities.

Out-Of-Tree Llama Stack Eval Provider for Red Teaming LLM Systems with Garak

Automated prompt injection vulnerability assessment of local LLMs using Garak

Production-grade LLM evaluation pipeline for RAG chatbot — DeepEval + RAGAS + Garak + CI/CD | Financial domain | 7 metrics | Adversarial testing

Iterative AI purple-team harness: 5 specialist agents under a deterministic state machine, ATT&CK + ATLAS aware. Includes reproducible findings against GPT-4o (EchoLeak-style injection, MCP tool-description poisoning) and an upstream PR for garak detector calibration drift.

Automated LLM Security Evaluation Framework

An OWASP-LLM-Top-10-2025 red-team teaching lab

Automated Prompt Injection Testing across 5 LLMs using Nvidia Garak

Relentlessly scanning, probing, prodding LLM endpoints. The Inquisition always gets its answers.

IA ofensiva sin censura, contenida y segura para su operador — red teaming ético asistido por IA sobre Kali.

Web-based GUI for Garak LLM security scanner. Test local Ollama models with an intuitive interface.

Just playing around with Garak AI for security testing of LLMs

Automated LLM red-teaming harness using Garak — runs prompt injection & jailbreak attacks against local models, maps findings to OWASP LLM Top 10, generates HTML report

This repo consist of exploratory work related to AI pen testing using open source versions of garak, promptfoo

Hands-on LLM security assessment: prompt injection and system-prompt leakage (garak + custom eval), mapped to OWASP LLM Top 10 and NIST AI RMF