PIG: Privacy Jailbreak Attack on LLMs via Gradient-based Iterative In-Context Optimization

Yidan Wang, Yanan Cao, Yubing Ren +3

Large Language Models (LLMs) excel in various domains but pose inherent privacy risks. Existing methods to evaluate privacy leakage in LLMs often use memorized prefixes or simple i…