OWASP Top 10 for LLMs / Vector and Embedding Weaknesses
Flaws in how a system generates, stores, or retrieves the numeric representations behind retrieval-augmented generation let attackers poison the knowledge store or pull out information they should not access.
AI systems that look up stored knowledge can be attacked through that memory bank, letting bad actors plant false facts or steal what is filed there.