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wearetyomsmnv / Awesome-LLMSecOps

LLM | Security | Operations in one github repo with good links and pictures.

jailbreak awesome-list red-teaming ai-security guardrails security-by-design mlsecops ai-red-team prompt-injection llm-security genai-security llm-red-teaming rag-security ai-agents-security russian-ai-security ai-safety-supply-chain-security adversarial-ml-threat-modeling owasp-top10-llm

Updated May 19, 2026
HTML

arsbr / Veritensor

Star

The Anti-Virus for AI Artifacts & RAG Firewall. A static analysis tool scanning Models and Notebooks for RCE, Datasets and RAG docs for Data Poisoning, PII, and Prompt Injections. Secure your AI Supply Chain.

Updated May 10, 2026
Python

olegnazarov / rag-security-scanner

Star

RAG/LLM Security Scanner identifies critical vulnerabilities in AI-powered applications, including chatbots, virtual assistants, and knowledge retrieval systems.

Updated Sep 14, 2025
Python

cisco-ai-defense / adversarial-hubness-detector

Star

Scanner for adversarial hubs in RAG and vector databases

security ai rag rag-security

Updated Mar 17, 2026
Python

pooyaphoenix / RA3G-Agent

Star

Local RAG system with a built-in governance agent that filters sensitive or restricted information with separated agent logging systems to keep privacy and security

agent multi-agent security-tools ai-security rag pii-detection ai-privacy llm ollama streamlit-ai local-rag agentic-ai rag-data rag-security

Updated Feb 17, 2026
Python

AICyberShubham / ai-security-engineer-roadmap

Star

Complete roadmap to become an AI Security Engineer from zero to advanced — covering Python, ML, Deep Learning, LLM Engineering, RAG Security, Intrusion Detection, Anomaly Detection, and a full Master Project (AI-Powered Security Analyst).

roadmap deep-learning ml intrusion-detection anomaly-detection ai-security llm rag-security ai-security-engineer-roadmap

Updated Nov 25, 2025

r00tb3 / RAG-Poisoning-Lab

Star

RAG Poisoning Lab — Educational AI Security Exercise

ai-security rag poisoning-attack poisoning-attacks ai-penetration-testing llm-red-teaming rag-security

Updated Dec 7, 2025
Python

URDev4ever / LATT

Star

LLM Attack Testing Toolkit is a structured methodology and mindset framework for testing Large Language Model (LLM) applications against logic abuse, prompt injection, jailbreaks, and workflow manipulation.

offensive-security security-research prompt-injection llm-security agent-security ai-red-teaming adversarial-ai rag-security llm-pentesting tool-injection jailbreak-testing logic-abuse ai-workflow-testing context-leakage ai-application-security

Updated Apr 7, 2026

emmanuelgjr / GenAI-Security-Crosswalk

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The most comprehensive open-source mapping of OWASP GenAI risks to industry frameworks - 65 mapping files, 25 frameworks, 1,514 controls, 114 incidents, ML classifier pipeline. Source lists: LLM Top 10, Agentic Top 10, DSGAI 2026. EU AI Act, NIST, ISO, SOC 2, FedRAMP, DORA, OT/ICS, MITRE ATLAS.

owasp compliance iso27001 ai-security enisa owasp-samm llm-security ot-security genai-security agentic-ai eu-ai-act mcp-security iso42001 nist-ai-rmf rag-security aivss isa62443 nhi-security

Updated May 18, 2026
JavaScript

synqratech / omega-walls

Star

Omega Walls — a deterministic runtime trust boundary for RAG and AI agents that models cumulative prompt-injection, secret-exfiltration, and tool-abuse pressure before untrusted content reaches context or tools.

developer-tools observability security-automation policy-engine ai-security runtime-security prompt-injection llm-security behavioral-detection agent-security rag-security tool-execution trust-boundary

Updated May 6, 2026
Python

OWASP / www-project-agent-memory-guard

Sponsor

Star

OWASP Foundation web repository

python security owasp ai-safety ai-agents autogen langchain prompt-injection llm-security llm-agents crewai agentic-ai mem0 openai-agents memory-poisoning rag-security

Updated May 23, 2026
Python

krishnakaanthreddyy1510-cell / RedSOC

Star

An adversarial evaluation framework for LLM-integrated Security Operations Centers

python cybersecurity soc red-teaming ai-security adversarial-ml large-language-models prompt-injection llm-security rag-security

Updated May 5, 2026
Python

Jerrycyborg / ai-security-testing-playbook

Star

An AI Security Testing Playbook with labs for prompt injection, RAG poisoning, and tool attacks

appsec ai-security prompt-injection llm-security agent-security ai-red-teaming rag-security

Updated Mar 5, 2026
Python

fevziegeyurtsevenler / RAG-Security-Nedir

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RAG Security: Vektör veritabanlarının karanlık yüzü! RAG poisoning, dolaylı prompt injection ve embedding inversiyon saldırılarını gerçek dünya senaryolarıyla inceleyen kapsamlı rehber.

ai-security vector-database llm-security rag-security rag-poisoning

Updated May 16, 2026

Nameless8243 / bedrock-rag-prompt-injection-poc

Star

Security case study: RAG prompt injection on AWS Bedrock Knowledge Bases + layered mitigations (retrieval scoping + output gating).

cloud-security security-research ai-security generative-ai prompt-injection llm-security aws-bedrock ai-red-teaming rag-security

Updated Dec 14, 2025
Python

maruakshay / mii-ai-security

Star

Think like an attacker. Ship like a defender. — Open-source SKILL.md packs for hardening LLM systems: prompt injection, RAG security, tool execution, data leakage & governance. Framework-aware (LangChain, LlamaIndex, Semantic Kernel) and language-portable. Built for engineers who ship to production.

appsec devsecops ai-security langchain prompt-injection llamaindex llm-security rag-security

Updated Apr 30, 2026
Python

bogdanticu88 / OmniFuzz-LLM

Star

Adversarial testing and red-teaming framework for enterprise LLM deployments. Covers OWASP LLM Top 10 across 11 attack modules, RAG poisoning, tool-call abuse, PII leakage, credential harvesting, hallucination, and more. Built to run in CI/CD pipelines.

Updated Mar 22, 2026
Python

mishabar410 / RAGLeakLab

Star

Deterministic security testing for RAG pipelines: measure retrieval-induced data leakage with CI-ready metrics.

ci-cd observability security-testing rag prompt-injection llm-security dataset-poisoning rag-security

Updated Feb 8, 2026
Python

duriantaco / ceres

Star

Static AI security scanner for models, datasets, RAG, prompts, agent tools, MCP, and AI supply chain.

python mcp security-tools sast ai-security supply-chain-security ml-security llm-security rag-security tool-security

Updated May 23, 2026
Python

scthornton / semantic-chameleon

Star

Dual-Stage Temporal Poisoning Attack on RAG Systems

machine-learning artificial-intelligence rag poisoning-attack rag-security

Updated Mar 9, 2026
Python

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Here are 53 public repositories matching this topic...

wearetyomsmnv / Awesome-LLMSecOps

arsbr / Veritensor

olegnazarov / rag-security-scanner

cisco-ai-defense / adversarial-hubness-detector

pooyaphoenix / RA3G-Agent

AICyberShubham / ai-security-engineer-roadmap

r00tb3 / RAG-Poisoning-Lab

URDev4ever / LATT

emmanuelgjr / GenAI-Security-Crosswalk

synqratech / omega-walls

OWASP / www-project-agent-memory-guard

krishnakaanthreddyy1510-cell / RedSOC

Jerrycyborg / ai-security-testing-playbook

fevziegeyurtsevenler / RAG-Security-Nedir

Nameless8243 / bedrock-rag-prompt-injection-poc

maruakshay / mii-ai-security

bogdanticu88 / OmniFuzz-LLM

mishabar410 / RAGLeakLab

duriantaco / ceres

scthornton / semantic-chameleon

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