000 -LEADER |
fixed length control field |
04972nam a2200661 i 4500 |
001 - CONTROL NUMBER |
control field |
6813402 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
IEEE |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20200413152905.0 |
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
fixed length control field |
m eo d |
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
fixed length control field |
cr cn |||m|||a |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
120422s2012 caua foab 000 0 eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9781608458639 (electronic bk.) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
Canceled/invalid ISBN |
9781608458622 (pbk.) |
024 7# - OTHER STANDARD IDENTIFIER |
Standard number or code |
10.2200/S00408ED1V01Y201203DMK004 |
Source of number or code |
doi |
035 ## - SYSTEM CONTROL NUMBER |
System control number |
(CaBNVSL)swl00400625 |
035 ## - SYSTEM CONTROL NUMBER |
System control number |
(OCoLC)787489789 |
040 ## - CATALOGING SOURCE |
Original cataloging agency |
CaBNVSL |
Transcribing agency |
CaBNVSL |
Modifying agency |
CaBNVSL |
050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
Classification number |
HM742 |
Item number |
.Z446 2012 |
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
302.30285 |
Edition number |
23 |
100 1# - MAIN ENTRY--PERSONAL NAME |
Personal name |
Zheleva, Elena. |
245 10 - TITLE STATEMENT |
Title |
Privacy in social networks |
Medium |
[electronic resource] / |
Statement of responsibility, etc. |
Elena Zheleva, Evimaria Terzi, Lise Getoor. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. |
Place of publication, distribution, etc. |
San Rafael, Calif. (1537 Fourth Street, San Rafael, CA 94901 USA) : |
Name of publisher, distributor, etc. |
Morgan & Claypool, |
Date of publication, distribution, etc. |
c2012. |
300 ## - PHYSICAL DESCRIPTION |
Extent |
1 electronic text (ix, 75 p.) : |
Other physical details |
ill., digital file. |
490 1# - SERIES STATEMENT |
Series statement |
Synthesis lectures on data mining and knowledge discovery, |
International Standard Serial Number |
2151-0075 ; |
Volume/sequential designation |
# 4 |
538 ## - SYSTEM DETAILS NOTE |
System details note |
Mode of access: World Wide Web. |
538 ## - SYSTEM DETAILS NOTE |
System details note |
System requirements: Adobe Acrobat Reader. |
500 ## - GENERAL NOTE |
General note |
Part of: Synthesis digital library of engineering and computer science. |
500 ## - GENERAL NOTE |
General note |
Series from website. |
504 ## - BIBLIOGRAPHY, ETC. NOTE |
Bibliography, etc. note |
Includes bibliographical references (p. 65-74). |
505 0# - FORMATTED CONTENTS NOTE |
Formatted contents note |
1. Introduction -- |
505 8# - FORMATTED CONTENTS NOTE |
Formatted contents note |
Part I. Online social networks and information disclosure -- 2. A model for online social networks -- 3. Types of privacy disclosure -- 3.1 Identity disclosure -- 3.2 Attribute disclosure -- 3.3 Social link disclosure -- 3.4 Affiliation link disclosure -- 4. Statistical methods for inferring information in networks -- 4.1 Entity resolution -- 4.2 Collective classification -- 4.3 Link prediction -- 4.4 Group detection -- |
505 8# - FORMATTED CONTENTS NOTE |
Formatted contents note |
Part II. Data publishing and privacy-preserving mechanisms -- 5. Anonymity and differential privacy -- 5.1 k-anonymity -- 5.2 l-diversity and t-closeness -- 5.3 Differential privacy -- 5.4 Open problems -- 6. Attacks and privacy-preserving mechanisms -- 6.1 Privacy mechanisms for social networks -- 6.1.1 Anonymizing network structure -- 6.1.2 Anonymizing user attributes and network structure -- 6.1.3 Privacy of social recommendation algorithms -- 6.2 Privacy mechanisms for affiliation networks -- 6.2.1 Anonymization -- 6.3 Privacy mechanisms for complex networks -- 6.4 Open problems -- |
505 8# - FORMATTED CONTENTS NOTE |
Formatted contents note |
Part III. Modeling, evaluating, and managing users' privacy risk -- 7. Models of information sharing -- 7.1 Information-sharing model -- 7.2 Strategic behavior and information sharing -- 7.3 Discussion and summary of results -- 7.4 Open problems -- 8. Users' privacy risk -- 8.1 Privacy-score model -- 8.2 Methods for computing the privacy score -- 8.2.1 Frequency-based method -- 8.2.2 IRT-based method -- 8.3 Discussion and summary of results -- 8.4 Open problems -- 9. Management of privacy settings -- 9.1 A model for managing privacy settings -- 9.2 Predicting users' privacy settings -- 9.3 Discussion and summary of results -- 9.4 Open problems -- |
505 8# - FORMATTED CONTENTS NOTE |
Formatted contents note |
Bibliography -- Authors' biographies. |
506 1# - RESTRICTIONS ON ACCESS NOTE |
Terms governing access |
Abstract freely available; full-text restricted to subscribers or individual document purchasers. |
510 0# - CITATION/REFERENCES NOTE |
Name of source |
Compendex |
510 0# - CITATION/REFERENCES NOTE |
Name of source |
INSPEC |
510 0# - CITATION/REFERENCES NOTE |
Name of source |
Google scholar |
510 0# - CITATION/REFERENCES NOTE |
Name of source |
Google book search |
520 3# - SUMMARY, ETC. |
Summary, etc. |
This synthesis lecture provides a survey of work on privacy in online social networks (OSNs). This work encompasses concerns of users as well as service providers and third parties. Our goal is to approach such concerns from a computer-science perspective, and building upon existing work on privacy, security, statistical modeling and databases to provide an overview of the technical and algorithmic issues related to privacy in OSNs. We start our survey by introducing a simple OSN data model and describe common statistical-inference techniques that can be used to infer potentially sensitive information. Next, we describe some privacy definitions and privacy mechanisms for data publishing. Finally, we describe a set of recent techniques for modeling, evaluating, and managing individual users' privacy risk within the context of OSNs. |
530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE |
Additional physical form available note |
Also available in print. |
588 ## - SOURCE OF DESCRIPTION NOTE |
Source of description note |
Title from PDF t.p. (viewed on April 22, 2012). |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Online social networks |
General subdivision |
Security measures. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name entry element |
Data protection. |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
privacy |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
social networks |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
affiliation networks |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
personalization |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
protection mechanisms |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
anonymization |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
privacy risk |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Terzi, Evimaria. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Getoor, Lise. |
776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
Relationship information |
Print version: |
International Standard Book Number |
9781608458622 |
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
Uniform title |
Synthesis digital library of engineering and computer science. |
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
Uniform title |
Synthesis lectures on data mining and knowledge discovery ; |
Volume/sequential designation |
# 4. |
International Standard Serial Number |
2151-0075 |
856 42 - ELECTRONIC LOCATION AND ACCESS |
Materials specified |
Abstract with links to resource |
Uniform Resource Identifier |
http://ieeexplore.ieee.org/servlet/opac?bknumber=6813402 |