Cost-Efficient Privacy Enforcement for Email-Generating LLM Agents under Strategic Information Requests

Qikun Cai, Tao Huang, Chen Hou

LLM agents now act as delegated communication intermediaries: they read private context, draft messages, and send externally visible emails on behalf of a user. Existing checker-re…