PSY: Posterior Sampling Based Privacy Enhancer in Large Language Models

Yulian Sun, Li Duan, Yong Li

Privacy vulnerabilities in LLMs, such as leakage from memorization, have been constantly identified, and various mitigation proposals have been proposed. LoRA is usually used in fi…