[PDF.94wb] Differential Privacy: From Theory to Practice (Synthesis Lectures on Information Security, Privacy, and Trust)

Differential Privacy: From Theory to Practice (Synthesis Lectures on Information Security, Privacy, and Trust)

[PDF.zk12] Differential Privacy: From Theory to Practice (Synthesis Lectures on Information Security, Privacy, and Trust)

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 | #952997 in Books |  2016-10-26 | Original language:English |  9.25 x.30 x7.52l, | File type: PDF | 140 pages

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Over the last decade, differential privacy (DP) has emerged as the de facto standard privacy notion for research in privacy-preserving data analysis and publishing. The DP notion offers strong privacy guarantee and has been applied to many data analysis tasks.

This Synthesis Lecture is the first of two volumes on differential privacy. This lecture differs from the existing books and surveys on differential privacy in that we take an approach balancing theory and...

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