Minimaxity, Statistical Thinking and Differential Privacy

  • Wasserman L
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Abstract

We discuss the role of minimax statistical theory for privacy theory. Minimax theory gives a way to measure information loss for sanitized databases. We also discuss some differences between privacy theory from the statistical perspective versus the computer science perspective.

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APA

Wasserman, L. (2018). Minimaxity, Statistical Thinking and Differential Privacy. Journal of Privacy and Confidentiality, 4(1). https://doi.org/10.29012/jpc.v4i1.611

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