Differentially Private Multi-objective Selection: Pareto and Aggregation Approaches

Victor A. E. Farias, Felipe T. Brito, Cheryl Flynn +2

Differentially private selection mechanisms are fundamental building blocks for privacy-preserving data analysis. While numerous mechanisms exist for single-objective selection, ma…