Measure-Observe-Remeasure: An Interactive Paradigm for Differentially-Private Exploratory Analysis

Priyanka Nanayakkara, Hyeok Kim, Yifan Wu +4

Differential privacy (DP) has the potential to enable privacy-preserving analysis on sensitive data, but requires analysts to judiciously spend a limited ``privacy loss budget'' $Î…