ProToken: Token-Level Attribution for Federated Large Language Models

Waris Gill, Ahmad Humayun, Ali Anwar +1

Federated Learning (FL) enables collaborative training of Large Language Models (LLMs) across distributed data sources while preserving privacy. However, when federated LLMs are de…