ContextLeak: Auditing Leakage in Private In-Context Learning Methods

Jacob Choi, Shuying Cao, Xingjian Dong +4

In-Context Learning (ICL) has become a standard technique for adapting Large Language Models (LLMs) to specialized tasks by supplying task-specific exemplars within the prompt. How…