Hongyu Zhang

Federated Prompt Learning: A Unified Framework, Empirical Analysis, and Future Directions

A comprehensive survey of federated prompt learning (FPL) is presented to review recent advances in integrating the federated learning paradigm and large language models, while discussing security, privacy, and robustness issues and summarizing existing defense mechanisms.