On the Privacy and Utility of Anonymized Social Networks.
Yi SongXuesong LuSadegh NobariStéphane BressanPanagiotis KarrasPublished in: Int. J. Adapt. Resilient Auton. Syst. (2013)
Keyphrases
- social network data
- differential privacy
- social networks
- anonymized data
- privacy preserving
- privacy requirements
- privacy preservation
- data anonymization
- private data
- data publishing
- social network analysis
- private information
- sensitive information
- privacy guarantees
- information loss
- privacy protection
- privacy concerns
- sensitive attributes
- data privacy
- social influence
- privacy preserving data mining
- social interaction
- online social networks
- social media
- link prediction
- personal information
- data sharing
- social networking
- community detection
- privacy policies
- user interests
- disclosure risk
- social relationships
- network structure
- information diffusion