Zetsu

オフェンシブセキュリティナレッジのための個人用オフラインRAGシステム。あなたのwriteup、ラボの解答、バグバウンティレポート、セキュリティブログを取り込み、エンゲージメント中に自然言語でクエリできます。クラウド不要、SaaS不要、あなたの知識はあなたのものです。 機能概要 ZETSUは、蓄積した知識をクエリ可能なアシスタントに変えます。マークダウンファイルをgrepしたり、certipyコマンドがどのwriteupにあったかを覚えたりする代わりに、自然に質問できます。 root@kitploit: how do i escalate with...

OWASP-WSTG-Rag

OWASP WSTG RAG 一种检索增强生成（RAG）系统，它将OWASP Web安全测试指南（WSTG） 索引到向量数据库中，通过REST API和MCP（模型上下文协议）提供即时访问，并支持Claude Code集成。 特性 完整的WSTG覆盖 - 所有12个WSTG测试类别均已索引并支持搜索 语义搜索 - 使用自然语言查询查找相关测试方法 MCP集成 - 直接集成Claude Code，实现AI辅助渗透测试 REST API - 提供HTTP端点用于程序化访问 WSTG ID查询 - 通过WSTG标识符（例如 WSTG-INPV-05）检索完整测试用例 WSTG类别...

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...

CVE-2026-5003

A vulnerability was found in PromtEngineer localGPT up to 4d41c7d1713b16b216d8e062e51a5dd88b20b054. This affects the function handleindex of the file ragsystem/apiserver.py of the component Web Interface. Performing a manipulation results in information disclosure. It is possible to initiate the...

CVE-2026-5003 PromtEngineer localGPT Web api_server.py handle_index information disclosure

A vulnerability was found in PromtEngineer localGPT up to 4d41c7d1713b16b216d8e062e51a5dd88b20b054. This affects the function handleindex of the file ragsystem/apiserver.py of the component Web Interface. Performing a manipulation results in information disclosure. It is possible to initiate the...

CVE-2026-5003 PromtEngineer localGPT Web api_server.py handle_index information disclosure

A vulnerability was found in PromtEngineer localGPT up to 4d41c7d1713b16b216d8e062e51a5dd88b20b054. This affects the function handleindex of the file ragsystem/apiserver.py of the component Web Interface. Performing a manipulation results in information disclosure. It is possible to initiate the...

CVE-2026-5003

A vulnerability was found in PromtEngineer localGPT up to 4d41c7d1713b16b216d8e062e51a5dd88b20b054. This affects the function handleindex of the file ragsystem/apiserver.py of the component Web Interface. Performing a manipulation results in information disclosure. It is possible to initiate the...

PT-2026-28721

Name of the Vulnerable Software and Affected Versions PromtEngineer localGPT versions prior to 4d41c7d1713b16b216d8e062e51a5dd88b20b054 Description A flaw exists in PromtEngineer localGPT that allows for information disclosure. The issue is located in the handle index function within the rag...

The Road to Agentic AI: Exposed Foundations

Our research into Retrieval Augmented Generation RAG systems uncovered at least 80 unprotected servers. We highlight this problem, which can lead to potential data loss and unauthorized access...

This Week in Spring - October 22nd, 2024

Hi, Spring fans! Welcome to another installment of This Week in Spring. I write this to you in an Uber speeding down the autobahn near Frankfurt, Germany. What a time to be alive! At the rate this driver's going, I won't have much time to write this before we've arrived, so let's dive right into...