Centrality Based Privacy Preserving for Weighted Social Networks.
Mengli LiuYong ZengZhongyuan JiangZhihong LiuJianfeng MaPublished in: CIS (2017)
Keyphrases
- privacy preserving
- social networks
- social network analysis
- privacy preservation
- privacy preserving data mining
- betweenness centrality
- vertically partitioned data
- social networking
- multi party
- private information
- complex networks
- data privacy
- record linkage
- scalar product
- centrality measures
- privacy guarantees
- secure multiparty computation
- social media
- privacy protection
- sensitive information
- network structure
- sensitive data
- community structure
- online social networks
- horizontally partitioned data
- privacy preserving association rule mining
- preserving privacy
- data perturbation
- privacy sensitive
- horizontally partitioned
- data transformation
- privacy concerns
- personal information
- privacy requirements
- privacy issues
- personal data