Differentially private set intersection cardinalities in the multiparty setting

Abstract

As such, this paper introduces the Secure Multiparty Differentially Private Mechanism, or MDP, designed to improve upon past works in this field, and offer a universal solution to the problem that works regardless of the number of parties involved.