Privacy-Preserving Large Language Models: Mechanisms, Applications, and Future Directions

Guoshenghui Zhao, Eric Song

The rapid advancement of large language models (LLMs) has revolutionized natural language processing, enabling applications in diverse domains such as healthcare, finance and educa…