Privacy-Guaranteed Two-Agent Interactions Using Information-Theoretic Mechanisms

Abstract

This paper introduces a multi-round interaction problem with privacy constraints between two agents that observe correlated data. The data are assumed to have both public and private features, and the goal of the interaction is to share the public data subject to utility constraints (bounds on the distortion of public feature) while ensuring bounds on the… (More)
DOI: 10.1109/TIFS.2017.2701278

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