Network Intelligence Research Center (NIRC)

Jun 1, 2026 · Information Security

Is Encryption Enough? Uncovering Privacy Risks Hidden in LLM Agent Traffic

The article explains how, even with encrypted payloads, the timing, size, and direction of network traffic generated by LLM agents can be fingerprinted to reveal user behavior and long‑term profiles, posing significant privacy threats beyond content protection.