DataFunSummit

May 15, 2026 · Artificial Intelligence

Is Knowing You Too Dangerous? MemPrivacy Secures AI Agent Memory with Local Privacy

MemPrivacy introduces a reversible, fine‑grained privacy layer for edge‑cloud agents that keeps sensitive data off the cloud while preserving the agent's long‑term personalization, outperforming OpenAI's privacy‑filter by over 50 % F1 score and incurring less than 1 % utility loss.