PFID: Privacy First Inference Delegation Framework for LLMs

Haoyan Yang, Zhitao Li, Yong Zhang +4

This paper introduces a novel privacy-preservation framework named PFID for LLMs that addresses critical privacy concerns by localizing user data through model sharding and singula…