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garak

Here are 51 public repositories matching this topic...

Agent-Threat-Rule / agent-threat-rules

Open detection-rule standard for AI agent security threats — like Sigma, but for AI agents. Executable, testable rules for prompt injection, tool poisoning, context exfiltration and MCP attacks. Merged into open-source projects at Microsoft, Cisco, Gen Digital, MISP and FINOS. MIT-licensed.

owasp ai-security threat-detection sigma-rules prompt-injection llm-security agent-security mcp-security garak owasp-agentic agent-threat-rules

Updated Sep 30, 2026
TypeScript

payatu / Vulntrex

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

dashboard redteam-tools llm-security llm-evaluation garak

Updated Jun 1, 2026
TypeScript

pi-2r / devfest2025-La-Guerre-des-Prompts-attaques-et-defenses-au-royaume-des-LLM

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

ai jailbreak red-team blue-team ai-security pyrit prompt-injection ai-red-teaming garak

Updated Feb 17, 2026
Python

trustyai-explainability / llama-stack-provider-trustyai-garak

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

redteaming responsible-ai llmops llm-security garak

Updated Sep 17, 2026
Python

veldtlabs / veldt-kya

Runtime control, security, and governance for AI agents — decide what an agent may do at the moment it acts, revoke that authority instantly, and keep tamper-evident evidence of every decision.

mcp trust compliance observability governance ai-safety autonomous-systems zero-trust red-teaming pyrit langchain llm-security crewai llm-governance garak agent-governance

Updated Sep 15, 2026
Python

OMGstacks / llm-threat-triage

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

python sql threat-intelligence red-teaming ai-security detection-engineering pyrit adversarial-ml mitre-atlas prompt-injection llm-security promptfoo owasp-llm-top-10 garak

Updated Aug 17, 2026
Python

keyuraghao / aisrf

AISRF, the AI Security & Research Framework: every LLM request from your apps and agents becomes a ticket a human approves before it reaches the backend. Analyzers, guardrails (Rebuff, LLM Guard, NeMo, Lakera), red teaming (garak, promptfoo, PyRIT), source code review, reports, MCP server.

mcp human-in-the-loop red-teaming ai-security fastapi guardrails pyrit ai-red-team prompt-injection llm-security promptfoo llm-gateway garak owasp-llm-top10

Updated Sep 27, 2026
Python

DavidMGDev / compdes-workshop

COMPDES 2026 workshop: securing MCP/RAG AI agents for small businesses. Build, break (Garak, PyRIT, Promptfoo), harden. / Taller de seguridad de agentes de IA.

mcp owasp red-teaming ai-security rag pyrit llm garak

Updated Jul 24, 2026
Python

RitaNoble / hacking-the-llm-ai-goat-red-team

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

mcp cybersecurity penetration-testing sast dast red-teaming ai-security prompt-injection llm-security ollama garak rag-poisoning ai-goat owasp-top-10-llm

Updated Jun 10, 2026

kothakota-bindu / finsight-ai-testing

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

python pytest fintech llama rag github-actions groq langchain ai-quality llm-evaluation ragas llm-testing deepeval garak

Updated May 6, 2026
Python

MohdSaifHussain / finding-bridge

Turn AI red-team tool output into standard, sealed, provenance-stamped findings. Feed them into the systems your team already uses.

provenance red-team ai-safety sarif security-tools trust-and-safety red-teaming-tools llm-security ai-red-teaming garak

Updated Sep 28, 2026
Python

wangfeng-lab / llm-security-research

Automated prompt injection vulnerability assessment of local LLMs using Garak

owasp red-teaming prompt-injection llm-security ollama garak

Updated Jun 27, 2026
JavaScript

omnomkar / llm-scanner

LLM security scanner for jailbreaks, prompt injection, and system prompt leakage — Garak probes plus a hand-built attack layer, severity classification with deduplication, and a CI gate that fails builds on critical findings.

python flask jailbreak ci-cd appsec security-scanner devsecops red-teaming ai-security prompt-injection llm-security garak

Updated Sep 26, 2026
Python

alan-veras / llm-redteam-lab

Self-contained LLM red-team lab: deliberately-vulnerable app + garak/promptfoo/PyRIT harness mapped to OWASP LLM Top 10 (lab-only).

ai-safety pyrit prompt-injection llm-security llm-agents promptfoo ai-red-teaming garak rag-security owasp-llm-top10

Updated Sep 16, 2026
Python

TrishulaSoftware / Trishula-Vibra

Sovereign LLM adversarial red-team scanner. 100+ attack probes via Garak. Local Ollama only. Zero cloud API exposure.

python ai-safety red-teaming llm-security ollama garak adversarial-ai

Updated Aug 15, 2026
Python

euanmcrosson-dotcom / purple-scaffold

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.

mcp atlas red-team ai-security purple-team prompt-injection llm-security garak

Updated May 13, 2026
Python

stevenmcdermott-sys / mini-garak-owasp

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

educational red-team llm-security owasp-llm-top-10 garak deepteam

Updated May 18, 2026
Python

leiderdario / kamuli-auditoria

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

cybersecurity pentesting kali-linux offensive-security red-team cai ai-agents defense-in-depth hitl prompt-injection llm-security garak

Updated Jun 8, 2026
HTML

AUSTIN-OMONDI / vuln-rag-001

Intentionally vulnerable RAG service (FastAPI, OpenAI): indirect prompt injection via poisoned documents leaks a system-prompt secret. Automated and scored with PyRIT and Garak.

fastapi pyrit prompt-injection llm-security owasp-llm-top-10 ai-red-teaming garak rag-security vulnerable-by-design

Updated Sep 14, 2026
Python

dwain-barnes / garak-gui-ollama

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

gui web-interface vulnerability-scanner fastapi llm ollama garak

Updated Nov 17, 2025
JavaScript

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