Choosing blindly but wisely: differentially private solicitation of DNA datasets for disease marker discovery.

Abstract excerpt

OBJECTIVE: To propose a new approach to privacy preserving data selection, which helps the data users access human genomic datasets efficiently without undermining patients' privacy. METHODS: Our idea is to let each data owner publish a set of differentially-private pilot data, on which a data user can test-run arbitrary association-test algorithms, including those not known to the data owner a priori. We...

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