Privacy-preserving social network publication against friendship attacks.
Chih-Hua TaiPhilip S. YuDe-Nian YangMing-Syan ChenPublished in: KDD (2011)
Keyphrases
- privacy preserving
- social networks
- data publishing
- privacy preservation
- social network data
- social network analysis
- online social networks
- social networking
- social relationships
- link prediction
- privacy preserving data mining
- vertically partitioned data
- social media
- privacy concerns
- data privacy
- private information
- multi party
- sensitive data
- social interaction
- privacy sensitive
- scalar product
- sensitive information
- record linkage
- horizontally partitioned data
- complex networks
- differential privacy
- network structure
- data perturbation
- preserving privacy
- community structure
- social influence
- privacy guarantees
- digital libraries
- secure multiparty computation
- privacy protection
- social networking sites
- personal data
- privacy requirements
- private data
- security protocols
- privacy issues
- feature space
- privacy preserving association rule mining