Poisoning the Well: Memory and RAG Attacks Against Long-Context AI Systems
As AI agents gain persistent memory through vector stores and RAG pipelines, a new attack surface emerges: injecting malicious content into the agent's long-term knowledge to control future behavior. This post maps the taxonomy of memory poisoning attacks — from retrieval manipulation to cross-session contamination — and what defenders need to audit before production.