Abstract
On-line Social Networks (OSNs) are today the hugest repository of personal information available on the Web. Such great amount of personal information gives us a unique opportunity in that the possibility to trace and analyze complex dynamic networks describing the evolution of relationships (among individuals or organizations) could change the way we understand complex phenomena such as economic/financial ones, social trends, fashions, opinions, interests, or the generation and dissemination of consensus and trustworthiness. For instance, we can understand how individual behaviours, i.e., small choices at a local level, can cause global effects. On the other hand, the availability of this huge amount of information poses new challenges in terms of access control and privacy protection. The aim of this chapter is to briefly review the state of the art with respect to the protection of resources shared in an OSN and to highlight some of the most promising research trends in the area.
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References
Ali, B., Villegas, W., Maheswaran, M.: A trust based approach for protecting user data in social networks. In: Proceedings of the 2007 Conference of the Center for Advanced Studies on Collaborative Research (CASCON’07), pp. 288–293 (2007)
Anwar, M.M., Fong, P.W.L., Yang, X.-D., Hamilton, H.J.: Visualizing privacy implications of access control policies in social network systems. In: Proceedings of the 4th International Workshop, DPM 2009 and Second International Workshop, SETOP 2009, pp. 106–120 (2009)
Bonchi, F., Ferrari, E. (eds.): Privacy-aware Knowledge Discovery: Novel Applications and New Techniques. Chapman & Hall/CRC Data Mining and Knowledge Discovery Series (2010)
Bonneau, J., Preibusch, S.: The privacy jungle: on the market for data protection in social networks. In: Proceedings of the Eighth Workshop on the Economics of Information Security (2009)
Braghin, S., Ferrari, E., Trombetta, A.: Combining access control and trust negotiations in an on-line social network. In: Proceedings of the Sixth International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom 2010), Chicago, IL, USA, October 2010
Carminati, B., Ferrari, E.: Privacy-aware collaborative access control in web-based social networks. In: Proceedings of the 22nd IFIP WG 11.3 Working Conference on Data and Applications Security (2008)
Carminati, B., Ferrari, E., Heatherly, R., Kantarcioglu, M., Thuraisingham, B.: Semantic web-based social network access control. Computer & Security (in press)
Carminati, B., Ferrari, E., Perego, A.: A decentralized security framework for web-based social networks. Int. J. Inf. Secur. Priv. 2(4):22–53 (2008)
Carminati, B., Ferrari, E., Perego, A.: Enforcing access control in web-based social networks. ACM Trans. Inf. Syst. Secur. 13(1):1–38 (2009)
Castelfranchi, C., Falcone, R.: Trust Theory: A Socio-Cognitive and Computational Model (Wiley Series in Agent Technology), Wiley (2010)
Chen, L.: Facebook’s feeds cause privacy concerns. The Amherst Student. http://www.halogen.note.amherst.edu/astudent/2006-2007/issue02/news/01.htm. Accessed Oct 2006
Domingo-Ferrer, J., Viejo, A., Sebé F., González-Nicolás, I.: Privacy homomorphisms for social networks with private relationships. Elsevier BV, Netherland (2008)
Elahi, N., Chowdhury, M.M.R., Noll, J.: Semantic access control in web based communities. In: Proceedings of the Third International Multi-Conference on Computing in the Global Information Technology (ICCGI 2008), pp. 131–136. Washington, DC, USA, IEEE Computer Society (2008)
Fong, P.W.L., Anwar, M.M., Zhao, Z.: A privacy preservation model for facebook-style social network systems. In: Proceedings of the 14th European Symposium on Research in Computer Security (ESORICS 2009). Saint-Malo, France, 21–23 Sept 2009
Ganjali, Y., Tootoonchian, A., Saroiu, S., Wolman, A.: Lockr: better privacy for social networks. In: Proceedings of the 5th ACM International Conference on Emerging Networking EXperiments and Technologies (CoNEXT). Rome, Italy (2009)
Golbeck, J.: Computing and applying trust in web-based social networks. PhD thesis, College Park, MD, USA (2005)
Goyal, A., Bonchi, F., Lakshmanan, L.V.S.: Discovering leaders from community actions. In: Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM’08). Napa Valley, California, USA (2008)
Horrocks, I., Patel-Schneider, P.F., Boley, H., Tabet, S., Grosof, B., Dean, M.: SWRL: a semantic web rule language combining OWL and RuleML. W3C Member Submission, World Wide Web Consortium. http://www.w3.org/Submission/SWRL. Accessed May 2004
Liu, K., Das, K., Grandison, T., Kargupta, H.: Privacy-preserving data analysis on graphs and social networks. In: Kargupta, H., Han, J., Yu, P., Motwani, R., Kumar, V. (eds.) Next Generation Data Mining, pp. 419–437. CRC Press (2008)
Mezzour, G., Perrig, A., Gligor, V., Papadimitratos, P.: Privacy-preserving relationship path discovery in social networks. In: Proceedings of the Eighth International Conference on Cryptology and Network Security (CANS 2009), December (2009)
Mika, P.: Social Networks and the Semantic Web (Semantic Web and Beyond), 1st edn. Springer, New York, NY (2007)
Nin, J., Carminati, B., Ferrari, E., Torra, V.: Computing reputation for collaborative private networks. In: Proceedings of the 33rd IEEE International Computer Software and Applications Conference (COMPSAC) (2009)
Squicciarini, A.C., Paci, F., Bertino, E., Trombetta, A., Braghin, S.: Group-based negotiations in P2P systems. IEEE Trans. Parallel Distrib. Syst. 99 (2010) (preprints)
Villegas, W., Ali, B., Maheswaran, M.: An access control scheme for protecting personal data. In: Proceedings of the 2008 Sixth Annual Conference on Privacy, Security and Trust, pp. 24–35. Washington, DC, USA, IEEE Computer Society (2008)
Winsborough, W.H., Li, N.: Towards practical automated trust negotiation. In: Proceedings of the Third International Workshop on Policies for Distributed Systems and Networks (Policy 2002), June 2002
Yeung, C., Liccardi, I., Lu, K., Seneviratne, O., Berners-Lee, T.: Decentralization: the future of online social networking. In: W3C Workshop on the Future of Social Networking (2009)
Acknowledgments
The work reported in this paper is partially funded by the Italian MIUR under the ANONIMO project (PRIN-2007F9437X).
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Ferrari, E. (2011). Access Control, Privacy and Trust in On-line Social Networks: Issues and Solutions. In: Salgarelli, L., Bianchi, G., Blefari-Melazzi, N. (eds) Trustworthy Internet. Springer, Milano. https://doi.org/10.1007/978-88-470-1818-1_15
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DOI: https://doi.org/10.1007/978-88-470-1818-1_15
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