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cs.CR2023
DP-Auditorium: a Large Scale Library for Auditing Differential Privacy
William Kong, Andrés Muñoz Medina, Mónica Ribero +1
New regulations and increased awareness of data privacy have led to the deployment of new and more efficient differentially private mechanisms across public institutions and indust…
cs.CR2022
A Joint Exponential Mechanism For Differentially Private Top-
Jennifer Gillenwater, Matthew Joseph, Andrés Muñoz Medina +1
We present a differentially private algorithm for releasing the sequence of elements with the highest counts from a data domain of elements. The algorithm is a "joint" inst…