Differentially Private Selection using Smooth Sensitivity

Iago Chaves, Victor Farias, Amanda Perez +2

Differentially private selection mechanisms offer strong privacy guarantees for queries aiming to identify the top-scoring element r from a finite set R, based on a dataset-depende…