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differential privacy

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How to Force Our Machines to Play Fair

By Kevin Hartnett
November 23, 2016
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The computer scientist Cynthia Dwork takes abstract concepts like privacy and fairness and adapts them into machine code for the algorithmic age.

cryptography

Privacy by the Numbers: A New Approach to Safeguarding Data

By Erica Klarreich
December 10, 2012
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A mathematical technique called “differential privacy” gives researchers access to vast repositories of personal data while meeting a high standard for privacy protection.

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