Everyone’s building AI chatbots using Retrieval Augmented Generation (RAG) with Large Language Models (LLM), but how many of these teams understand the risks they’re opening themselves up to, especially as they mix confidential data with new types of databases and other infrastructure. This session will demonstrate attacks on the “memory of AI,” vector databases, which are used in countless ways from RAG to facial recognition to medical diagnoses. The AI data is a treasure trove for attackers. We’ll end by showing how to defend against these completely new attacks.