Piquant$\epsilon$: Private Quantile Estimation in the Two-Server Model

Hannah Keller, Jacob Imola, Fabrizio Boninsegna +2

Quantiles are key in distributed analytics, but computing them over sensitive data risks privacy. Local differential privacy (LDP) offers strong protection but lower accuracy than…