Preserving Utility in Social Network Graph Anonymization.
Mohd Izuan Hafez NinggalJemal H. AbawajyPublished in: TrustCom/ISPA/IUCC (2013)
Keyphrases
- social networks
- social network data
- social graphs
- social network analysis
- differential privacy
- community discovery
- utility function
- graph theory
- directed graph
- information loss
- social media
- weighted graph
- graph structure
- link prediction
- online social networks
- social networking
- random walk
- betweenness centrality
- social interaction
- privacy preserving
- data privacy
- small world
- communities in social networks
- graph representation
- real world social networks
- graph partitioning
- heterogeneous social networks
- graph model
- graph mining
- complex networks
- network structure
- degree distribution
- random graph models
- data publishing
- clustering coefficient
- random graphs
- graph data
- privacy protection
- web graph
- spanning tree
- directed acyclic graph
- bipartite graph