On the privacy and utility of anonymized social networks.
Yi SongSadegh NobariXuesong LuPanagiotis KarrasStéphane BressanPublished in: iiWAS (2011)
Keyphrases
- social network data
- differential privacy
- social networks
- anonymized data
- privacy preservation
- privacy preserving
- privacy requirements
- data anonymization
- social network analysis
- private data
- data publishing
- information loss
- privacy guarantees
- sensitive information
- sensitive attributes
- privacy concerns
- private information
- community detection
- data sharing
- privacy protection
- data privacy
- link prediction
- privacy preserving data mining
- social influence
- social media
- social interaction
- utility function
- privacy aware
- user interests
- information security
- electronic commerce
- data sets