Data Privacy: Foundations, New Developments and the Big Data Challenge

Name: Data Privacy: Foundations, New Developments and the Big Data Challenge
Author: Vicenc Torra

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Paperback, blz. | Engels

Springer International Publishing | e druk, 2018

ISBN13: 9783319861418

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Springer International Publishing e druk, 2018 9783319861418

Onderdeel van serie Studies in Big Data

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This book offers a broad, cohesive overview of the field of data privacy. It discusses, from a technological perspective, the problems and solutions of the three main communities working on data privacy: statistical disclosure control (those with a statistical background), privacy-preserving data mining (those working with data bases and data mining), and privacy-enhancing technologies (those involved in communications and security) communities.
Presenting different approaches, the book describes alternative privacy models and disclosure risk measures as well as data protection procedures for respondent, holder and user privacy. It also discusses specific data privacy problems and solutions for readers who need to deal with big data.

Specificaties

ISBN13:9783319861418

Taal:Engels

Bindwijze:paperback

Uitgever:Springer International Publishing

Serie:Studies in Big Data

Inhoudsopgave

Introduction.- Machine and Statistical Learning.- On the Classiﬁcation of Protection Procedures.- User’s privacy.- Privacy Models and Disclosure Risk Measures.- Masking methods.- Information loss: evaluation and measures.- Selection of masking methods.- Conclusions.

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Data Privacy: Foundations, New Developments and the Big Data Challenge

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