RAG Sniper: Exposing Hidden Data Vulnerabilities

Date: March 18, 2026

Probing the Vector: How RAG Systems Leak Sensitive Data

In this technical deep dive, we explore how Retrieval-Augmented Generation (RAG) can be manipulated to bypass security layers.

Vector databases are the new attack surface. If your RAG system isn't hardened, your sensitive data is just one query away from exposure. AI agents are the new attack surface, and proactive shielding is required to audit and remediate leaks in real-time.