Dependency-Aware Privacy for Multi-turn LLM Agents

Divyam Anshumaan, Sarthak Choudhary, Nils Palumbo +1

LLM agents release private data across multi-service interactions. Existing prompt sanitizers based on metric differential privacy treat each release independently, so adversaries…