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Attack vector analysis and privacy-preserving social network data publishing

Ninggal, Mohd Izuan Hafez and Abawajy, Jemal 2011, Attack vector analysis and privacy-preserving social network data publishing, in TRUSTCOM 2011 : International Conference on Trust, Security and Privacy in Computing and Communications, IEEE, [Changsha, China], pp. 847-852.

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Title Attack vector analysis and privacy-preserving social network data publishing
Author(s) Ninggal, Mohd Izuan Hafez
Abawajy, Jemal
Conference name International Conference on Trust, Security and Privacy in Computing and Communications (10th : 2011 : Changsha, China)
Conference location Changsha, China
Conference dates 16-18 Nov. 2011
Title of proceedings TRUSTCOM 2011 : International Conference on Trust, Security and Privacy in Computing and Communications
Editor(s) [Unknown]
Publication date 2011
Conference series IEEE International Conference on Trust, Security and Privacy in Computing and Communications
Start page 847
End page 852
Publisher IEEE
Place of publication [Changsha, China]
Keyword(s) privacy disclosure
social networks
threat analysis
data publications
Summary This paper addresses the problem of privacy-preserving data publishing for social network. Research on protecting the privacy of individuals and the confidentiality of data in social network has recently been receiving increasing attention. Privacy is an important issue when one wants to make use of data that involves individuals' sensitive information, especially in a time when data collection is becoming easier and sophisticated data mining techniques are becoming more efficient. In this paper, we discuss various privacy attack vectors on social networks. We present algorithms that sanitize data to make it safe for release while preserving useful information, and discuss ways of analyzing the sanitized data. This study provides a summary of the current state-of-the-art, based on which we expect to see advances in social networks data publishing for years to come.
ISBN 9780769546001
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, IEEE
Persistent URL http://hdl.handle.net/10536/DRO/DU:30042391

Document type: Conference Paper
Collection: School of Information Technology
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