Search Results for author: Guillaume Scerri

Found 1 papers, 0 papers with code

Mitigating Leakage from Data Dependent Communications in Decentralized Computing using Differential Privacy

no code implementations23 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.

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