Introduction to privacy-preserving data publishing : concepts and techniques
by
Fung, Benjamin C. M.
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.
Subject Term
:
Database security.
Confidential communications.
Added Author
:
Fung, Benjamin C. M.
Electronic Access
:
Library | Material Type | Item Barcode | Shelf Number | Status |
---|
IYTE Library | E-Book | 2077499-1001 | QA76.9 .D314 I58 2010 | Taylor & Francis |