Publishing Graph Degree Distribution with Node Differential Privacy.
Wei-Yen DayNinghui LiMin LyuPublished in: SIGMOD Conference (2016)
Keyphrases
- degree distribution
- differential privacy
- differentially private
- power law
- social networks
- clustering coefficient
- scale free
- small world
- privacy preserving
- random graphs
- heavy tailed
- complex networks
- network evolution
- network model
- data sharing
- path length
- power law degree distribution
- social network analysis
- network structure
- graph theory
- centrality measures
- structural properties
- community structure
- preferential attachment
- privacy preservation
- personal information
- web search
- knowledge discovery