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Protecting Privacy in Data Release

  • Giovanni┬áLivraga

Part of the Advances in Information Security book series (ADIS, volume 57)

Table of contents

  1. Front Matter
    Pages i-xv
  2. Giovanni Livraga
    Pages 1-9
  3. Giovanni Livraga
    Pages 11-33
  4. Giovanni Livraga
    Pages 139-182
  5. Giovanni Livraga
    Pages 183-186
  6. Back Matter
    Pages 187-192

About this book

Introduction

This book presents a comprehensive approach to protecting sensitive information when large data collections are released by their owners. It addresses three key requirements of data privacy: the protection of data explicitly released, the protection of information not explicitly released but potentially vulnerable due to a release of other data, and the enforcement of owner-defined access restrictions to the released data. It is also the first book with a complete examination of how to enforce dynamic read and write access authorizations on released data, applicable to the emerging data outsourcing and cloud computing situations. Private companies, public organizations and final users are releasing, sharing, and disseminating their data to take reciprocal advantage of the great benefits of making their data available to others. This book weighs these benefits against the potential privacy risks. A detailed analysis of recent techniques for privacy protection in data release and case studies illustrate crucial scenarios. Protecting Privacy in Data Release targets researchers, professionals and government employees working in security and privacy. Advanced-level students in computer science and electrical engineering will also find this book useful as a secondary text or reference.

Keywords

Access control enforcement Confidentiality constraints Data fragmentation Data outsourcing Data privacy Data release Privacy-preserving associations Selective encryption Subscription-based policy

Authors and affiliations

  • Giovanni┬áLivraga
    • 1
  1. 1.Universita degli Studi di MilanoCremaItaly

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-16109-9
  • Copyright Information Springer International Publishing Switzerland 2015
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-16108-2
  • Online ISBN 978-3-319-16109-9
  • Series Print ISSN 1568-2633
  • Buy this book on publisher's site