Ninggal, Mohd Izuan Hafez and Abawajy, Jemal 2011, Privacy threat analysis of social network data, in Algorithms and architectures for parallel processing : 11th International Conference, ICA3PP 2011, Melbourne, Australia, October 24-26, 2011 : proceedings, part II, Springer-Verlag, Berlin, Germany, pp.165-174.
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.
Field of Research
080501 Distributed and Grid Systems
Socio Economic Objective
890206 Internet Hosting Services (incl. Application Hosting Services)
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