Privacy preserving social graphs for high precision community detection.
Himel DevPublished in: SIGMOD Conference (2014)
Keyphrases
- community detection
- privacy preserving
- high precision
- social graphs
- social networks
- social graph
- high recall
- privacy preserving data mining
- complex networks
- vertically partitioned data
- community structure
- online social networks
- link prediction
- privacy preservation
- small scale
- network analysis
- private information
- graph mining
- sensitive information
- social network analysis
- high accuracy
- social interaction
- privacy concerns
- data privacy
- differential privacy
- sensitive data
- privacy protection
- data sets
- secure multiparty computation
- social behavior
- social media
- network evolution
- feature space
- data analysis
- learning algorithm