Differentially Private In-Context Learning with Nearest Neighbor Search

Antti Koskela, Tejas Kulkarni, Laith Zumot

Differentially private in-context learning (DP-ICL) has recently become an active research topic due to the inherent privacy risks of in-context learning. However, existing approac…