SMA: Who Said That? Auditing Membership Leakage in Semi-Black-box RAG Controlling
The episode discusses a paper introducing SMA, a method to audit AI models. It determines if an answer came from internal training data or an external retrieval database (RAG). This allows users to trace content sources for compliance and proactive debugging, achieving high accuracy on commercial models.