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VaultDB: A Real-World Pilot of Secure Multi-Party Computation within a Clinical Research Network. (arXiv:2203.00146v2 [cs.DB] UPDATED)
July 27, 2022, 1:20 a.m. | Jennie Rogers, Elizabeth Adetoro, Johes Bater, Talia Canter, Dong Fu, Andrew Hamilton, Amro Hassan, Ashley Martinez, Erick Michalski, Vesna Mitrovic,
cs.CR updates on arXiv.org arxiv.org
Electronic health records represent a rich and growing source of clinical
data for research. Privacy, regulatory, and institutional concerns limit the
speed and ease of sharing this data. VaultDB is a framework for securely
computing SQL queries over private data from two or more sources. It evaluates
queries using secure multiparty computation: cryptographic protocols that
evaluate a function such that the only information revealed from running it is
the query answer. We describe the development of a HIPAA-compliant version of …
More from arxiv.org / cs.CR updates on arXiv.org
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