Privacy preserving anonymization of social networks using eigenvector centrality approach.
Saptarshi ChakrabortyB. K. TripathyPublished in: Intell. Data Anal. (2016)
Keyphrases
- privacy preserving
- social networks
- social network analysis
- privacy preservation
- vertically partitioned data
- data privacy
- privacy preserving data mining
- privacy protection
- social network data
- multi party
- centrality measures
- data publishing
- private information
- horizontally partitioned data
- sensitive information
- network structure
- community detection
- private data
- privacy preserving data publishing
- data anonymization
- privacy guarantees
- differential privacy
- social networking
- online social networks
- complex networks
- naive bayesian classification
- link prediction
- social media
- community structure
- privacy issues
- privacy concerns
- privacy preserving classification
- scalar product
- principal component analysis
- data perturbation
- personal data
- homomorphic encryption
- preserving privacy
- privacy requirements
- partitioned data
- record linkage
- data mining