Introduction to privacy-preserving data publishing : concepts and techniques
Title:
Introduction to privacy-preserving data publishing : concepts and techniques
Author:
Fung, Benjamin C. M.
ISBN:
9781420091502
Physical Description:
1 online resource (376 pages)
Series:
Data mining and knowledge discovery series
Chapman & Hall/CRC data mining and knowledge discovery series.
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 Classification 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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