Data Privacy: Principles and Practice

by Venkataramanan, Nataraj

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Title Statements

Full title :Data Privacy : Principles and Practice.

Edition Statements

Publication Date:2016.

Publication Statements

Publisher(s):CRC Press
Place of Publication:Boca Raton
Language:eng
Publication Date:2016.

Notes

4. Static Data Anonymization Part III: Threats to Anonymized Data.

The Physical Object

Description:1 online resource (224 pages)

Edition Identifiers

ISBN:9781315353760, 1315353768
oclc:ocn960760198
LC Classification:HF5548.37.V465 2017
Dewey Decimal:005.8

Cover; Half title; Title Page; Copyright Page; Dedication; Contents; Preface; Acknowledgments; Authors; List of Abbreviations; 1. Introduction to Data Privacy; 1.1 Introduction; 1.2 What Is Data Privacy and Why Is It Important?; 1.2.1 Protecting Sensitive Data; 1.2.2 Privacy and Anonymity: Two Sides of the Same Coin; 1.3 Use Cases: Need for Sharing Data; 1.3.1 Data Mining and Analysis; 1.3.2 Software Application Testing; 1.3.3 Business Operations; 1.4 Methods of Protecting Data; 1.5 Importance of Balancing Data Privacy and Utility; 1.5.1 Measuring Privacy of Anonymized Data.

1.5.2 Measuring Utility of Anonymized Data1.6 Introduction to Anonymization Design Principles; 1.7 Nature of Data in the Enterprise; 1.7.1 Multidimensional Data; 1.7.1.1 Challenges in Privacy Preservation of Multidimensional Data; 1.7.2 Transaction Data; 1.7.2.1 Challenges in Privacy Preservation of Transaction Data; 1.7.3 Longitudinal Data; 1.7.3.1 Challenges in Anonymizing Longitudinal Data; 1.7.4 Graph Data; 1.7.4.1 Challenges in Anonymizing Graph Data; 1.7.5 Time Series Data; 1.7.5.1 Challenges in Privacy Preservation of Time Series Data; References.

2. Static Data Anonymization Part I: Multidimensional …

Subjects

Computer networks -- Security measures Customer relations Data protection Management information systems -- Secur… Privacy, Right of Protection de l'information (Informatiq… Réseaux d'ordinateurs -- Sécurité Systèmes d'information de gestion -- Sé…