PSI (Ψ): a Private data Sharing Interface

نویسندگان

  • Marco Gaboardi
  • James Honaker
  • Gary King
  • Kobbi Nissim
  • Jonathan Ullman
  • Salil P. Vadhan
چکیده

•Accessibility by non-experts: researchers in the social sciences should be able to use the system to share and explore data with no involvement from experts in data privacy, computer science, or statistics. •Generality: the system should be applicable and effective on a wide variety of heterogeneous datasets hosted in a repository such as the Harvard Dataverse. •Workflow-compatibility: the system should fit naturally in the workflow of its users (e.g. researchers in the social sciences), and be positioned to offer clear benefits (e.g. more access to sensitive data or less risk of an embarrassing privacy violation) rather than being an impediment.

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عنوان ژورنال:
  • CoRR

دوره abs/1609.04340  شماره 

صفحات  -

تاریخ انتشار 2016