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Generalized Rainbow Differential Privacy

We study a new framework for designing differentially private (DP) mechanisms via randomized graph colorings, called rainbow differential privacy. In this framework, datasets are nodes in a graph, and two neighboring datasets are connected by an edge. Each dataset in the graph has a preferential or...

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Bibliografiska uppgifter
Huvudupphov: Yuzhou Gu, Ziqi Zhou, Onur Günlü, Rafael G. L. D'Oliveira, Parastoo Sadeghi, Muriel Médard, Rafael F. Schaefer
Materialtyp: Artigo
Språk:Inglês
Utgiven: Labor Dynamics Institute 2024-06-01
Serie:The Journal of Privacy and Confidentiality
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Länkar:https://journalprivacyconfidentiality.org/index.php/jpc/article/view/896
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