Data poisoning doesn’t attack models directly, it attacks trust. Learn how poisoned training and RAG data reshape AI behavior and how to defend against it.
RAG Security
Cyber AI Tip: Indirect Prompt Injection in RAG Systems
RAG systems fail when trusted data becomes hidden instructions. Learn how indirect prompt injection works and how to defend AI pipelines with proper trust boundaries.
Vector Database Exfiltration & Embedding Leakage — Operational Playbook for Defense
Vector databases power RAG but also expose new leak paths. This playbook shows how embedding leakage and query-driven exfiltration happen, and how to stop them with access controls, input scrubbing, monitoring, and adversarial testing.