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arxiv: 1908.10268 · v1 · pith:KW4CZR45 · submitted 2019-08-27 · cs.DB · cs.CR

Answering Summation Queries for Numerical Attributes under Differential Privacy

Yikai Wu , David Pujol , Ios Kotsogiannis , Ashwin Machanavajjhala This is my paper

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classification cs.DB cs.CR
keywords answeringdifferentialnumericalprivacyproblemqueriesunderalgorithms
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In this work we explore the problem of answering a set of sum queries under Differential Privacy. This is a little understood, non-trivial problem especially in the case of numerical domains. We show that traditional techniques from the literature are not always the best choice and a more rigorous approach is necessary to develop low error algorithms.

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