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PSI ({\Psi}): a Private data Sharing Interface

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arxiv 1609.04340 v3 pith:AVTGBPIX submitted 2016-09-14 cs.CR cs.CYstat.ME

Marco Gaboardi , James Honaker , Gary King , Jack Murtagh , Kobbi Nissim , Jonathan Ullman , Salil Vadhan This is my paper · ORCID
classification cs.CRcs.CYstat.ME
keywords datainterfaceprivacyprivatesharingdatasetsdevelopingdifferential
verification ladder T0 review T1 audit T2 compute T3 formal
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We provide an overview of PSI ("a Private data Sharing Interface"), a system we are developing to enable researchers in the social sciences and other fields to share and explore privacy-sensitive datasets with the strong privacy protections of differential privacy.

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  1. But Can You Use It? Design Recommendations for Differentially Private Interactive Systems

    cs.HC 2024-12 conditional novelty 4.0 of 10

    The paper presents design recommendations and an example architecture for making differentially private interactive query systems usable by policy researchers, balancing privacy, statistical utility, and usability.

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