Database Anonymization (Record no. 85105)
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fixed length control field | 04022nam a22005055i 4500 |
001 - CONTROL NUMBER | |
control field | 978-3-031-02347-7 |
005 - DATE AND TIME OF LATEST TRANSACTION | |
control field | 20240730163910.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
fixed length control field | 220601s2016 sz | s |||| 0|eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 9783031023477 |
-- | 978-3-031-02347-7 |
082 04 - CLASSIFICATION NUMBER | |
Call Number | 005.8 |
100 1# - AUTHOR NAME | |
Author | Domingo-Ferrer, Josep. |
245 10 - TITLE STATEMENT | |
Title | Database Anonymization |
Sub Title | Privacy Models, Data Utility, and Microaggregation-based Inter-model Connections / |
250 ## - EDITION STATEMENT | |
Edition statement | 1st ed. 2016. |
300 ## - PHYSICAL DESCRIPTION | |
Number of Pages | XV, 120 p. |
490 1# - SERIES STATEMENT | |
Series statement | Synthesis Lectures on Information Security, Privacy, and Trust, |
505 0# - FORMATTED CONTENTS NOTE | |
Remark 2 | Preface -- Acknowledgments -- Introduction -- Privacy in Data Releases -- Anonymization Methods for Microdata -- Quantifying Disclosure Risk: Record Linkage -- The k-Anonymity Privacy Model -- Beyond k-Anonymity: l-Diversity and t-Closeness -- t-Closeness Through Microaggregation -- Differential Privacy -- Differential Privacy by Multivariate Microaggregation -- Differential Privacy by Individual Ranking Microaggregation -- Conclusions and Research Directions -- Bibliography -- Authors' Biographies . |
520 ## - SUMMARY, ETC. | |
Summary, etc | The current social and economic context increasingly demands open data to improve scientific research and decision making. However, when published data refer to individual respondents, disclosure risk limitation techniques must be implemented to anonymize the data and guarantee by design the fundamental right to privacy of the subjects the data refer to. Disclosure risk limitation has a long record in the statistical and computer science research communities, who have developed a variety of privacy-preserving solutions for data releases. This Synthesis Lecture provides a comprehensive overview of the fundamentals of privacy in data releases focusing on the computer science perspective. Specifically, we detail the privacy models, anonymization methods, and utility and risk metrics that have been proposed so far in the literature. Besides, as a more advanced topic, we identify and discuss in detail connections between several privacy models (i.e., how to accumulate the privacy guaranteesthey offer to achieve more robust protection and when such guarantees are equivalent or complementary); we also explore the links between anonymization methods and privacy models (how anonymization methods can be used to enforce privacy models and thereby offer ex ante privacy guarantees). These latter topics are relevant to researchers and advanced practitioners, who will gain a deeper understanding on the available data anonymization solutions and the privacy guarantees they can offer. |
700 1# - AUTHOR 2 | |
Author 2 | Sánchez, David. |
700 1# - AUTHOR 2 | |
Author 2 | Soria-Comas, Jordi. |
856 40 - ELECTRONIC LOCATION AND ACCESS | |
Uniform Resource Identifier | https://doi.org/10.1007/978-3-031-02347-7 |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Koha item type | eBooks |
264 #1 - | |
-- | Cham : |
-- | Springer International Publishing : |
-- | Imprint: Springer, |
-- | 2016. |
336 ## - | |
-- | text |
-- | txt |
-- | rdacontent |
337 ## - | |
-- | computer |
-- | c |
-- | rdamedia |
338 ## - | |
-- | online resource |
-- | cr |
-- | rdacarrier |
347 ## - | |
-- | text file |
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-- | rda |
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
-- | Data protection. |
650 14 - SUBJECT ADDED ENTRY--SUBJECT 1 | |
-- | Data and Information Security. |
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE | |
-- | 1945-9750 |
912 ## - | |
-- | ZDB-2-SXSC |
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