Can Differentially Private Fine-tuning LLMs Protect Against Privacy Attacks?

Hao Du, Shang Liu, Yang Cao

Fine-tuning large language models (LLMs) has become an essential strategy for adapting them to specialized tasks; however, this process introduces significant privacy challenges, a…