A Privacy-Aware Framework for Decentralized Online Social Networks

Online social networks based on a single service provider suffer several drawbacks, first of all the privacy issues arising from the delegation of user data to a single entity. Distributed online social networks (DOSN) have been recently proposed as an alternative solution allowing users to keep control of their private data. However, the lack of a centralized entity introduces new problems, like the need of defining proper privacy policies for data access and of guaranteeing the availability of user’s data when the user disconnects from the social network. This paper introduces a privacy-aware support for DOSN enabling users to define a set of privacy policies which describe who is entitled to access the data in their social profile. These policies are exploited by the DOSN support to decide the re-allocation of the profile when the user disconnects from the social network. The proposed approach is validated through a set of simulations performed on real traces logged from Facebook.

[1]  Jorge Lobo,et al.  A Survey of Privacy Policy Languages , 2007 .

[2]  Refik Molva,et al.  Safebook: A privacy-preserving online social network leveraging on real-life trust , 2009, IEEE Communications Magazine.

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

[4]  Laura Ricci,et al.  Trusted Dynamic Storage for Dunbar-Based P2P Online Social Networks , 2014, OTM Conferences.

[5]  Alessandro Acquisti,et al.  Predicting Social Security numbers from public data , 2009, Proceedings of the National Academy of Sciences.

[6]  Karl Aberer,et al.  My3: A highly-available P2P-based online social network , 2011, 2011 IEEE International Conference on Peer-to-Peer Computing.

[7]  Krzysztof Rzadca,et al.  Decentralized Online Social Networks , 2010, Handbook of Social Network Technologies.

[8]  Rajesh Sharma,et al.  SuperNova: Super-peers based architecture for decentralized online social networks , 2011, 2012 Fourth International Conference on Communication Systems and Networks (COMSNETS 2012).

[9]  Giancarlo Ruffo,et al.  LotusNet: Tunable privacy for distributed online social network services , 2012, Comput. Commun..

[10]  Andrea Passarella,et al.  Egocentric online social networks: Analysis of key features and prediction of tie strength in Facebook , 2013, Comput. Commun..

[11]  Ralf Steinmetz,et al.  LifeSocial.KOM: A secure and P2P-based solution for online social networks , 2011, 2011 IEEE Consumer Communications and Networking Conference (CCNC).

[12]  Nikita Borisov,et al.  Cachet: a decentralized architecture for privacy preserving social networking with caching , 2012, CoNEXT '12.

[13]  Sonja Buchegger,et al.  PeerSoN: P2P social networking: early experiences and insights , 2009, SNS '09.

[14]  Ramón Cáceres,et al.  Vis-à-Vis: Privacy-preserving online social networking via Virtual Individual Servers , 2011, 2011 Third International Conference on Communication Systems and Networks (COMSNETS 2011).