no code implementations • 23 Dec 2021 • Riad Ladjel, Nicolas Anciaux, Aurélien Bellet, Guillaume Scerri
In this paper, we define a general execution model to control the data-dependence of communications in user-side decentralized computations, in which differential privacy guarantees for communication patterns in global execution plans can be analyzed by combining guarantees obtained on local clusters of nodes.