Data-adaptive Differentially Private Prompt Synthesis for In-Context Learning

Fengyu Gao, Ruida Zhou, Tianhao Wang +2

Large Language Models (LLMs) rely on the contextual information embedded in examples/demonstrations to perform in-context learning (ICL). To mitigate the risk of LLMs potentially l…