Skip to main content

Access Control, Privacy and Trust in On-line Social Networks: Issues and Solutions

  • Chapter
  • First Online:
Trustworthy Internet
  • 692 Accesses

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.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. 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)

    Google Scholar 

  2. 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)

    Google Scholar 

  3. Bonchi, F., Ferrari, E. (eds.): Privacy-aware Knowledge Discovery: Novel Applications and New Techniques. Chapman & Hall/CRC Data Mining and Knowledge Discovery Series (2010)

    Google Scholar 

  4. 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)

    Google Scholar 

  5. 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

    Google Scholar 

  6. 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)

    Google Scholar 

  7. Carminati, B., Ferrari, E., Heatherly, R., Kantarcioglu, M., Thuraisingham, B.: Semantic web-based social network access control. Computer & Security (in press)

    Google Scholar 

  8. 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)

    Article  Google Scholar 

  9. Carminati, B., Ferrari, E., Perego, A.: Enforcing access control in web-based social networks. ACM Trans. Inf. Syst. Secur. 13(1):1–38 (2009)

    Article  Google Scholar 

  10. Castelfranchi, C., Falcone, R.: Trust Theory: A Socio-Cognitive and Computational Model (Wiley Series in Agent Technology), Wiley (2010)

    Google Scholar 

  11. 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

  12. Domingo-Ferrer, J., Viejo, A., Sebé F., González-Nicolás, I.: Privacy homomorphisms for social networks with private relationships. Elsevier BV, Netherland (2008)

    Google Scholar 

  13. 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)

    Google Scholar 

  14. 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

    Google Scholar 

  15. 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)

    Google Scholar 

  16. Golbeck, J.: Computing and applying trust in web-based social networks. PhD thesis, College Park, MD, USA (2005)

    Google Scholar 

  17. 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)

    Google Scholar 

  18. 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

  19. 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)

    Google Scholar 

  20. 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)

    Google Scholar 

  21. Mika, P.: Social Networks and the Semantic Web (Semantic Web and Beyond), 1st edn. Springer, New York, NY (2007)

    Google Scholar 

  22. 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)

    Google Scholar 

  23. 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)

    Google Scholar 

  24. 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)

    Google Scholar 

  25. 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

    Google Scholar 

  26. 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)

    Google Scholar 

Download references

Acknowledgments

The work reported in this paper is partially funded by the Italian MIUR under the ANONIMO project (PRIN-2007F9437X).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Elena Ferrari .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2011 Springer-Verlag Italia Srl

About this chapter

Cite this chapter

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

Download citation

  • DOI: https://doi.org/10.1007/978-88-470-1818-1_15

  • Published:

  • Publisher Name: Springer, Milano

  • Print ISBN: 978-88-470-1817-4

  • Online ISBN: 978-88-470-1818-1

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics