rag - Chern0bit

Tag: rag

Jun 13, 2026 AI & LLM Security 1 min read

If embeddings from multiple tenants share an index without a metadata filter on every query, one tenant can retrieve another's chunks.

data-exfil multi-tenancy rag

May 30, 2026 AI & LLM Security 1 min read

Anything you can write that later gets embedded becomes a stored injection that fires whenever a similar query retrieves it.

persistence prompt-injection rag

May 29, 2026 AI & LLM Security 1 min read

The real attack surface of an agent is the content it ingests, not the chat box; plant instructions in data it will retrieve.

llm-agents prompt-injection rag