Lise Getoor

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Publications by Lise Getoor (bibliography)

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» 2009 «

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Zheleva, Elena and Getoor, Lise (2009): To join or not to join: the illusion of privacy in social networks with mixed public and private user profiles. In: Proceedings of the 2009 International Conference on the World Wide Web 2009. pp. 531-540. Available online

In order to address privacy concerns, many social media websites allow users to hide their personal profiles from the public. In this work, we show how an adversary can exploit an online social network with a mixture of public and private user profiles to predict the private attributes of users. We map this problem to a relational classification problem and we propose practical models that use friendship and group membership information (which is often not hidden) to infer sensitive attributes. The key novel idea is that in addition to friendship links, groups can be carriers of significant information. We show that on several well-known social media sites, we can easily and accurately recover the information of private-profile users. To the best of our knowledge, this is the first work that uses link-based and group-based classification to study privacy implications in social networks with mixed public and private user profiles.

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» 2007 «

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Namata, Galileo, Staats, Brian, Getoor, Lise and Shneiderman, Ben (2007): A dual-view approach to interactive network visualization. In: Silva, Mario J., Laender, Alberto H. F., Baeza-Yates, Ricardo A., McGuinness, Deborah L., Olstad, Bjørn, Olsen, Øystein Haug and Falcão, André O. (eds.) Proceedings of the Sixteenth ACM Conference on Information and Knowledge Management - CIKM 2007 November 6-10, 2007, Lisbon, Portugal. pp. 939-942. Available online

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Kang, Hyunmo, Sehgal, Vivek and Getoor, Lise (2007): GeoDDupe: A Novel Interface for Interactive Entity Resolution in Geospatial Data. In: IV 2007 - 11th International Conference on Information Visualisation 2-6 July, 2007, Zürich, Switzerland. pp. 489-496. Available online

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Singh, Lisa, Beard, Mitchell, Getoor, Lise and Blake, M. Brian (2007): Visual Mining of Multi-Modal Social Networks at Different Abstraction Levels. In: IV 2007 - 11th International Conference on Information Visualisation 2-6 July, 2007, Zürich, Switzerland. pp. 672-679. Available online

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Changes to this page (author)

17 Feb 2010: Enabled abstracts to be shown on Lise Getoor's author page.
09 Jul 2009: Author was edited
15 Jun 2009: Author was edited
15 Jun 2009: Author was edited
29 May 2009: Author was added to the bibliography

Publication statistics

Publication period:2007-2009
Publication count:4
Number of co-authors:9



Productive colleagues

Lise Getoor's 3 most productive colleagues in number of publications:

Ben Shneiderman:206
M. Brian Blake:11
Hyunmo Kang:9


Collaboration count

Number of publications with 3 favourite co-authors:

Mitchell Beard:1
M. Brian Blake:1
Elena Zheleva:1

 

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Mar 12

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