Unlocking the Power of Differentially Private Zeroth-order Optimization for Fine-tuning LLMs.

Wed, 01 Jan 2025 00:00:00 +0100

Ergute Bao, Yangfan Jiang, Fei Wei, Xiaokui Xiao, Zitao Li, Yaliang Li, Bolin Ding:
Unlocking the Power of Differentially Private Zeroth-order Optimization for Fine-tuning LLMs. USENIX Security Symposium 2025: 1569-1588