SecurityClaw

SecurityClaw — Framework Agente Autónomo de SOC Un agente autónomo modular y basado en habilidades del Centro de Operaciones de Seguridad SOC que monitorea datos de OpenSearch/Elasticsearch, construye memoria conductual basada en RAG y valida anomalías en tiempo real usando LLMs. Funcionalidades...

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...

Zetsu

Un sistema RAG offline personal para conocimiento de seguridad ofensiva. Ingiere tus writeups, soluciones de laboratorio, informes de bug bounty y blogs de seguridad, luego consúltalos en lenguaje natural durante los compromisos. Sin nube, sin SaaS, tu conocimiento permanece tuyo. Qué hace ZETSU...

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...

SecureAI-Scan

SecureAI-Scan CLI offline que escanea TypeScript, JavaScript y Python en busca de riesgos de LLM, MCP, Agent Skill y RAG: evidencia de flujo de datos resuelta por imports, cero falsos positivos por defecto, mapeado a OWASP LLM/ASI/MCP Top 10...

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...

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...

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...

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...

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...

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...

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...

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,...

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...

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. root@kitploit: cd KidnapRAG conda create -n KidnapRAG...

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...

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...

RAGSieve

RAGSieve Reference implementation for “RAGSieve: Self-Referenced Local Contrast for Knowledge-Poison Detection in Retrieval-Augmented Generation.” RAGSieve detects knowledge-poisoning documents at two control points in a retrieval-augmented generation RAG system. RAGSieve-Query RSQ is an online...

Kibana 9.3.x < 9.3.8 / 9.4.x < 9.4.4 Denial of Service (ESA-2026-91)

The version of Kibana installed on the remote host is 9.3.x prior to 9.3.8, or 9.4.x prior to 9.4.4. It is, therefore, affected by a vulnerability as referenced in the ESA-2026-91 advisory. - Allocation of Resources Without Limits or Throttling CWE-770 in Kibana can lead to a denial of service vi...