Privacy threat analysis of social network data

Ninggal, Mohd Izuan Hafez and Abawajy, Jemal 2011, Privacy threat analysis of social network data, in ICA3PP 2011 : Proceedings of the 11th Algorithms and Architectures for Parallel Processing International Conference, Springer-Verlag, Berlin, Germany, pp. 165-174.

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Title Privacy threat analysis of social network data
Author(s) Ninggal, Mohd Izuan Hafez
Abawajy, JemalORCID iD for Abawajy, Jemal
Conference name Algorithms and Architectures for Parallel Processing. Conference (11th : 2011 : Melbourne, Victoria)
Conference location Melbourne, Victoria
Conference dates 24-26 Oct. 2011
Title of proceedings ICA3PP 2011 : Proceedings of the 11th Algorithms and Architectures for Parallel Processing International Conference
Editor(s) Xiang, YangORCID iD for Xiang, Yang
Cuzzocrea, Alfredo
Hobbs, MichaelORCID iD for Hobbs, Michael
Zhou, WanleiORCID iD for Zhou, Wanlei
Publication date 2011
Series Lecture notes in computer science ; 7017
Conference series Algorithms and Architectures for Parallel Processing Conference
Start page 165
End page 174
Total pages 10
Publisher Springer-Verlag
Place of publication Berlin, Germany
Keyword(s) data publications
privacy disclosure
social networks
threat analysis
Summary Social network data has been increasingly made publicly available and analyzed in a wide spectrum of application domains. The practice of publishing social network data has brought privacy concerns to the front. Serious concerns on privacy protection in social networks have been raised in recent years. Realization of the promise of social networks data requires addressing these concerns. This paper considers the privacy disclosure in social network data publishing. In this paper, we present a systematic analysis of the various risks to privacy in publishing of social network data. We identify various attacks that can be used to reveal private information from social network data. This information is useful for developing practical countermeasures against the privacy attacks.
ISBN 9783642246494
ISSN 0302-9743
Language eng
Field of Research 080501 Distributed and Grid Systems
Socio Economic Objective 890206 Internet Hosting Services (incl. Application Hosting Services)
HERDC Research category E1 Full written paper - refereed
Copyright notice ©2011, Springer-Verlag Berlin
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Document type: Conference Paper
Collections: School of Information Technology
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