Privacy-Preserving Graph Operations for Social Network Analysis.
Peng LiFucai ZhouZifeng XuYuxi LiJian XuPublished in: SocialSec (2020)
Keyphrases
- privacy preserving
- social network analysis
- graph theory
- social networks
- privacy preserving data mining
- community discovery
- link formation
- network analysis
- heterogeneous social networks
- structural patterns
- vertically partitioned data
- privacy preservation
- complex networks
- link prediction
- multi party
- communication patterns
- centrality measures
- data privacy
- key players
- graph theoretic
- small world
- privacy concerns
- privacy protection
- scalar product
- privacy sensitive
- random walk
- privacy issues
- differential privacy
- social relationships
- fraud detection
- private information
- sensitive information
- terrorist networks
- secure multiparty computation
- graph mining
- horizontally partitioned data
- structured data
- privacy preserving association rule mining