Analyzing Privacy in Social Networks--An Interdisciplinary Approach

The rise of the social web has traditionally been accompanied by privacy concerns. Research on social web privacy has been conducted from various directions including law, social and computer sciences contributing to the body of literature. In this paper, we argue for an interdisciplinary approach to capture the multidimensional concept of privacy. For this purpose, we propose a three-layered framework to systematically analyze the privacy impact of various research directions. Subsequently, we conduct an interdisciplinary literature analysis, highlighting areas for improvement as well dependencies between different research directions.

[1]  D. C. Feldman,et al.  The Development and Enforcement of Group Norms , 1984 .

[2]  Danah Boyd,et al.  Friendster and publicly articulated social networking , 2004, CHI EA '04.

[3]  Ronald E. Leenes,et al.  Keeping Up Appearances: Audience Segregation in Social Network Sites , 2011, Computers, Privacy and Data Protection.

[4]  J. Borges,et al.  A TAXONOMY OF PRIVACY , 2006 .

[5]  Scott A. Golder,et al.  Security Issues and Recommendations for Online Social Networks. , 2007 .

[6]  Why is P3P Not a PET? , 2022 .

[7]  Zeynep Tufekci Can You See Me Now? Audience and Disclosure Regulation in Online Social Network Sites , 2008 .

[8]  Lior Jacob Strahilevitz,et al.  A Social Networks Theory of Privacy , 2004 .

[9]  Esma Aïmeur,et al.  Towards a Privacy-Enhanced Social Networking Site , 2010, 2010 International Conference on Availability, Reliability and Security.

[10]  J. Rubenfeld The Right of Privacy , 1989 .

[11]  Alessandro Acquisti,et al.  Information revelation and privacy in online social networks , 2005, WPES '05.

[12]  Antti Oulasvirta,et al.  All My People Right Here, Right Now: management of group co-presence on a social networking site , 2009, GROUP.

[13]  David R. Millen,et al.  Identity management: multiple presentations of self in facebook , 2007, GROUP.

[14]  Ronald E. Leenes,et al.  Audience Segregation in Social Network Sites , 2010, 2010 IEEE Second International Conference on Social Computing.

[15]  内藤 るり 著書紹介 デジタル空間の表現の自由とプライヴァシー Daniel J. Solove, The future of reputation: gossip, rumor, and privacy on the internet , 2009 .

[16]  Michael Netter,et al.  Visualizing Past Personal Data Disclosures , 2010, 2010 International Conference on Availability, Reliability and Security.

[17]  Klemens Böhm,et al.  Why Do Privacy-Enhancement Mechanisms Fail, After All? A Survey of Both the User and the Provider Perspective , 2008 .

[18]  Ravi S. Sandhu,et al.  Identity management , 2003, IEEE Internet Computing.

[19]  Alessandro Acquisti,et al.  Imagined Communities: Awareness, Information Sharing, and Privacy on the Facebook , 2006, Privacy Enhancing Technologies.

[20]  D. Boyd Taken Out of Context: American Teen Sociality in Networked Publics , 2010 .

[21]  Viktor Mayer-Schönberger,et al.  Delete: The Virtue of Forgetting in the Digital Age , 2009 .

[22]  Zekeriya Erkin,et al.  Literature Overview - Privacy in Online Social Networks , 2010 .

[23]  E. Goffman The Presentation of Self in Everyday Life , 1959 .

[24]  Alfred Kobsa,et al.  Privacy Considerations in Awareness Systems: Designing with Privacy in Mind , 2009, Awareness Systems.

[25]  Alessandro Acquisti,et al.  Privacy in electronic commerce and the economics of immediate gratification , 2004, EC '04.

[26]  Judith Donath,et al.  Public Displays of Connection , 2004 .

[27]  Chris Peterson Losing Face: An Environmental Analysis of Privacy on Facebook , 2010 .

[28]  Saikat Guha,et al.  NOYB: privacy in online social networks , 2008, WOSN '08.

[29]  Michael Netter,et al.  Assisted Social Identity Management Enhancing Privacy in the Social Web , 2011 .

[30]  Joseph Bonneau,et al.  The Privacy Jungle: On the Market for Data Protection in Social Networks , 2009, WEIS.

[31]  Bobby Bhattacharjee,et al.  Persona: an online social network with user-defined privacy , 2009, SIGCOMM '09.

[32]  Robert C. Post,et al.  Three Concepts of Privacy , 2001 .

[33]  Bernhard Debatin,et al.  Facebook and Online Privacy: Attitudes, Behaviors, and Unintended Consequences , 2009, J. Comput. Mediat. Commun..

[34]  Lorrie Faith Cranor,et al.  The platform for privacy preferences , 1999, CACM.

[35]  Barbara Carminati,et al.  Access control and privacy in web-based social networks , 2008, Int. J. Web Inf. Syst..

[36]  Lorrie Faith Cranor,et al.  Engineering Privacy , 2009, IEEE Transactions on Software Engineering.

[37]  Daniel J. Solove The Future of Reputation: Gossip, Rumor, and Privacy on the Internet , 2007 .

[38]  Christian Langreiter,et al.  Explorative Netzwerkanalyse im Living Web , 2009, Social Semantic Web.

[39]  Barbara Carminati,et al.  Enforcing access control in Web-based social networks , 2009, TSEC.

[40]  Helen Nissenbaum,et al.  Privacy in Context - Technology, Policy, and the Integrity of Social Life , 2009 .

[41]  Mary Beth Rosson,et al.  journal homepage: www.elsevier.com/locate/ecra Privacy as information access and illusory control: The case of the Facebook News Feed privacy outcry , 2022 .

[42]  Marc Ziegele,et al.  Privacy in Social Network Sites , 2011, Privacy Online.

[43]  Hannes Federrath,et al.  Grenzen des „digitalen Radiergummis“ , 2011, Datenschutz und Datensicherheit - DuD.

[44]  Stefanie Pötzsch,et al.  Privacy Awareness: A Means to Solve the Privacy Paradox? , 2008, FIDIS.

[45]  Andrew Wang,et al.  Clinical problem-solving. Taken out of context. , 2008, The New England journal of medicine.

[46]  Marc Langheinrich,et al.  The platform for privacy preferences 1.0 (p3p1.0) specification , 2002 .

[47]  Jon Finke Identity Management , 2006, LISA.