PaperAgent

May 15, 2026 · Artificial Intelligence

How a 0.6B Model Beats GPT‑5.2 at Agent Privacy – Introducing MemPrivacy

The article analyzes the long‑standing privacy dilemma of cloud‑based agents, presents MemPrivacy’s three‑stage de‑identification framework and four‑level privacy taxonomy, details its two‑phase training with the MemPrivacy‑Bench dataset, and shows benchmark results where a 0.6B model outperforms GPT‑5.2 while keeping latency under 0.5 seconds.