Turning privacy leaks into floods: surreptitious discovery of social network friendships and other sensitive binary attribute vectors.
Arthur U. AsuncionMichael T. GoodrichPublished in: WPES (2010)
Keyphrases
- social networks
- link prediction
- private information
- social relationships
- online social networks
- information flow
- social network data
- social ties
- social network analysis
- binary vectors
- community discovery
- protect sensitive
- privacy preserving
- social interaction
- social network sites
- personal information
- social graph
- complex networks
- social networking
- discover hidden
- privacy protection
- privacy issues
- logical operations
- network structure
- sensitive information
- attribute values
- social media
- social relations
- bipartite graph
- network analysis
- vector space
- man made
- privacy concerns
- private data
- social influence
- random walk
- data mining
- river basin
- binary valued
- dot product
- knowledge discovery
- differential privacy
- privacy preservation
- privacy preserving data mining
- information loss
- statistical databases
- social behavior
- data privacy
- user interests
- community structure
- automatic identification
- pattern discovery