Making the Most of Parallel Composition in Differential Privacy

We show that the ‘optimal’ use of the parallel composition theorem corresponds to finding the size of the largest subset of queries that ‘overlap’ on the data domain, a quantity we call the maximum overlap of the queries. It has previously been shown that a certain instance of this problem, formulat...

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Bibliographic Details
Main Authors: Smith Josh, Asghar Hassan Jameel, Gioiosa Gianpaolo, Mrabet Sirine, Gaspers Serge, Tyler Paul
Format: article
Language:EN
Published: Sciendo 2022
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Online Access:https://doaj.org/article/2d316acc6e2445f09a898b07d3ad25d1
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