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Data Privacy: Foundations, New Developments and the Big Data Challenge de Vicenç Torra

Data Privacy: Foundations, New Developments and the Big Data Challenge: Studies in Big Data, cartea 28

Autor Vicenç Torra
en Limba Engleză Paperback – 2 aug 2018
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.

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Specificații

ISBN-13: 9783319861418
ISBN-10: 3319861417
Pagini: 284
Ilustrații: XIV, 269 p. 22 illus.
Dimensiuni: 155 x 235 x 16 mm
Greutate: 0.44 kg
Ediția:Softcover reprint of the original 1st edition 2017
Editura: Springer
Colecția Studies in Big Data
Seria Studies in Big Data

Locul publicării:Cham, Switzerland

Cuprins

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.

Textul de pe ultima copertă

​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.

Caracteristici

Includes recent research on data privacy Provides background information as well as new developments Discusses the challenge that big data presents for data privacy Includes supplementary material: sn.pub/extras Includes supplementary material: sn.pub/extras