Flocks of Stochastic Parrots: Differentially Private Prompt Learning for Large Language Models

Haonan Duan, Adam Dziedzic, Nicolas Papernot +1

Large language models (LLMs) are excellent in-context learners. However, the sensitivity of data contained in prompts raises privacy concerns. Our work first shows that these conce…