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Introduction to privacy-preserving data publishing : concepts and techniques / Benjamin C.M. Fung. [and others]

By: Material type: Computer fileComputer fileLanguage: English Publication details: Boca Raton : Chapman & Hall/CRC, 2010Description: 1 online resource (376 pages)ISBN:
  • 9781420091502
Subject(s): DDC classification:
  • 005.800 I619
Online resources:
Contents:
part 1 Part I: The Fundamentals -- chapter 1 Introduction -- chapter 2 Attack Models and Privacy Models -- chapter 3 Anonymization Operations -- chapter 4 Information Metrics -- chapter 5 Anonymization Algorithms -- part 2 Part II: Anonymization for Data Mining -- chapter 6 Anonymization for Classi???cation Analysis -- chapter 7 Anonymization for Cluster Analysis -- part 3 Part III: Extended Data Publishing Scenarios -- chapter 8 Multiple Views Publishing -- chapter 9 Anonymizing Sequential Releases with New Attributes -- chapter 10 Anonymizing Incrementally Updated Data Records -- chapter 11 Collaborative Anonymization for Vertically Partitioned Data -- chapter 12 Collaborative Anonymization for Horizontally Partitioned Data -- part 4 Part IV: Anonymizing Complex Data -- chapter 13 Anonymizing Transaction Data -- chapter 14 Anonymizing Trajectory Data -- chapter 15 Anonymizing Social Networks -- chapter 16 Sanitizing Textual Data -- chapter 17 Other Privacy-Preserving Techniques and Future Trends
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Item type Current library Call number URL Status Barcode
E-Book E-Book Ranganathan Library 005.800 I619 (Browse shelf(Opens below)) Link to resource Available E01391

part 1 Part I: The Fundamentals -- chapter 1 Introduction -- chapter 2 Attack Models and Privacy Models -- chapter 3 Anonymization Operations -- chapter 4 Information Metrics -- chapter 5 Anonymization Algorithms -- part 2 Part II: Anonymization for Data Mining -- chapter 6 Anonymization for Classi???cation Analysis -- chapter 7 Anonymization for Cluster Analysis -- part 3 Part III: Extended Data Publishing Scenarios -- chapter 8 Multiple Views Publishing -- chapter 9 Anonymizing Sequential Releases with New Attributes -- chapter 10 Anonymizing Incrementally Updated Data Records -- chapter 11 Collaborative Anonymization for Vertically Partitioned Data -- chapter 12 Collaborative Anonymization for Horizontally Partitioned Data -- part 4 Part IV: Anonymizing Complex Data -- chapter 13 Anonymizing Transaction Data -- chapter 14 Anonymizing Trajectory Data -- chapter 15 Anonymizing Social Networks -- chapter 16 Sanitizing Textual Data -- chapter 17 Other Privacy-Preserving Techniques and Future Trends

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