Building an Intelligent Attack and Defense Knowledge Base: Vulnerability Management Practices Combining AI Technology

Building an Intelligent Attack and Defense Knowledge Base: Vulnerability Management Practices Combining AI Technology

Project Origin One day, a classmate threw a GitHub repository link for PoCs into the group chat, containing many PoC markdown documents. I saved it immediately. Recently, building knowledge bases with vector databases has become very convenient, so I thought, why not use tools like AnythingLLM to directly construct a knowledge base? AnythingLLM even supports creating documents directly from GitHub repositories. The effect is as follows: “What are the vulnerabilities of X-OA?” Answer: ...

September 12, 2025 · 3 min · 1042 words · Allen