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Differential privacy / Mathematics / Exponential mechanism / Chernoff bound / Differential of a function / Laplace distribution / Data privacy / Mathematical analysis / Probability


Differential Privacy: An Economic Method for Choosing Epsilon Justin Hsu∗ Marco Gaboardi† Arjun Narayan∗
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Document Date: 2014-07-25 13:02:33

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BT / Netflix / IMDB / Twitter / /

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United States / Scotland / /

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University Andreas Haeberlen∗ Benjamin C. Pierce∗ / University of Dundee / /

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average health insurance premium difference / health insurance / insurance costs / insurance / private algorithms / post-processing / Social networks / closed-form solution / law stating / health insurance premium / internet service / concrete applications / /

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University of Dundee / /

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Marco Gaboardi† Arjun Narayan / Justin Hsu∗ Marco Gaboardi / Sanjeev Khanna∗ Aaron Roth / Further / /

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data analyst / view The analyst / model / representative / analyst / A. The analyst / /

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C / /

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Pennsylvania / /

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differentially private algorithms / ISP / /

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