OWASP-WSTG-Rag

OWASP WSTG RAG A Retrieval-Augmented Generation RAG system that indexes the OWASP Web Security Testing Guide WSTG into a vector database, providing instant access to security testing methodologies via REST API and MCP Model Context Protocol for Claude Code integration. Features Complete WSTG...

CyberStrikeAI

CyberStrikeAI 中文 | English The system of action for AI-native cybersecurity—where intent becomes governed execution, evidence becomes operational memory, and every operation improves the next. CyberStrikeAI connects planning, execution, human oversight, evidence, and replay in one auditable...

PoisonCraft

PoisonCraft This repository provides the official implementation of POISONCRAFT: Practical Poisoning of Retrieval-Augmented Generation for Large Language Models. Overview POISONCRAFT aims to demonstrate how a malicious actor can plant “poisoned” content into the corpus used by Retrieval-Augmented...

ai-llm-red-team-handbook

AI / LLM Red Team Field Manual & Consultant's Handbook A comprehensive operational toolkit for conducting AI/LLM red team assessments on Large Language Models, AI agents, RAG pipelines, and AI-enabled applications. This repository provides both tactical field guidance and strategic consulting...

GhidrAssist

GhidrAssist Author: Jason Tang An advanced LLM-powered plugin for interactive reverse engineering assistance in Ghidra. Description GhidrAssist integrates Large Language Models LLMs into Ghidra to provide intelligent assistance for binary exploration and reverse engineering. It supports any OpenA...

KidnapRAG

KidnapRAG: A Black-Box Attack for Hijacking Reasoning in Agentic Retrieval-Augmented Generation Systems 🎓 Paper | 📄 Datasets | 🚀 Quick Start Quick Start Run the following commands from the parent directory of the cloned KidnapRAG repository. cd KidnapRAG conda create -n KidnapRAG python=3.10 cond...

CamoDocs

CamoDocs Official repo of the EMNLP 2026 paper CamoDocs: A Poisoning Attack Against Retrieval-Augmented Language Models Using Camouflaged Documents. CamoDocs is a knowledge database poisoning attack against Retrieval-Augmented Generation RAG that needs no query inclusion. Each adversarial...

Zetsu

A personal offline RAG system for offensive security knowledge. Ingest your writeups, lab solutions, bug bounty reports, and security blogs, then query them in natural language during engagements. No cloud, no SaaS, your knowledge stays yours. What it does ZETSU turns your accumulated knowledge...

SecureAI-Scan

SecureAI-Scan An offline scanner for the code that talks to LLMs, MCP servers, vector stores, and Agent Skills. It finds prompt injection, MCP command injection and path traversal, RAG data leaks, and poisoned skills, and it proves each finding with a source → sink trace through your real imports...

VulTriage

An intelligent vulnerability detection framework based on Large Language Models and static code analysis, supporting multi-dataset evaluation and ablation studies. 📋 Table of Contents Introduction Key Features System Requirements Quick Start Usage Datasets & Models FAQ Introduction This project i...

D-Scan

When Context Bites: Detecting RAG Poisoning via Document-Level Attention Collapse D-SCAN is an analysis framework for detecting document poisoning attacks in RAG Retrieval-Augmented Generation systems. It collects LLM internal states during generation token probabilities and attention weights,...

Open WebUI < 0.9.5 - Information Disclosure

Open WebUI 0.9.5 contains an information disclosure vulnerability caused by unauthenticated access to GET /api/v1/retrieval/ endpoint, letting remote attackers retrieve live RAG pipeline configuration without authorization, exploit requires no authentication. id: CVE-2026-45397 info: name: Open...

Syd

Syd - Offline Penetration Testing Assistant Syd is an air-gapped penetration testing assistant that analyzes scan outputs using local LLMs and retrieval-augmented generation. It runs entirely on your laptop without requiring internet connectivity or API keys. Overview Syd parses technical scan...

SecurityClaw

SecurityClaw — 自律SOCエージェントフレームワーク モジュール化されたスキルベースの自律型セキュリティ運用センター（SOC）エージェントです。OpenSearch/Elasticsearchのデータを監視し、RAGベースの行動メモリを構築し、LLMを使用してリアルタイムの異常を検証します。 Features スキルのモジュール性 — 機能を独立したフォルダとして管理。logic.py（Python）+ instruction.md（LLMガイダンス） ハートビートループ — Cron風スケジューラ：1分ごとの異常監視、6時間ごとのメモリ構築 プロバイダ非依存 —...

TrustworthyRAG

Trustworthy RAG An Evaluation Agent for Detecting Misinformation and Knowledge Poisoning in Retrieval-Augmented Generation Systems. Overview This project implements a Trustworthy RAG Framework with an integrated Evaluation Agent that assesses the reliability of RAG responses using three...

CVE-2025-4102025

Security Advisory: CVE-2025-4102025 Summary A critical vulnerability has been discovered in Copilot AI affecting how web query citation links are rendered after Retrieval-Augmented Generation RAG operations. When users request page summaries or perform web-based queries, all subsequent citation...

RAGSieve

RAGSieve Code for RAGSieve: Detecting Knowledge-Poisoned Documents in RAG Without a Trusted Reference. RAGSieve detects knowledge-poisoning documents at two points in a retrieval-augmented generation RAG system. RSQ is an online filter: it scores the five documents selected for generation against...

gha-lab-e8902eccd3

Automated research artifact — not the upstream project. This repository is a disposable lab built by an automated harness for a master's thesis at Université Laval on reproducing published GitHub Actions workflow vulnerabilities. It is a verbatim snapshot of timescale/pgai at commit...

code-graph-rag-PoC

code-graph-rag: security advisory CVE status: requested, pending assignment. This finding is published as GHSA-85gg-2gfq-q95m. On CVE assignment this repository is renamed CVE-YYYY-NNNNN-code-graph-rag-PoC and this banner is replaced with the CVE link. | ---|--- Researcher| Dostxodjayev Abdullox...

qlcoder

QLCoder Agentic Framework for Synthesizing CodeQL Queries Table of Contents Overview Installation Docker Recommended Native Linux Usage Quick Start Development Tooling Examples Paper Environment Contributions Team Citation Affiliated Projects Overview QLCoder is a framework for using LLMs to...