LinkMirage: Enabling Privacy-preserving Analytics on Social Relationships.
Changchang LiuPrateek MittalPublished in: NDSS (2016)
Keyphrases
- privacy preserving
- social relationships
- social networks
- social media
- online social networks
- social interaction
- social network analysis
- privacy preserving data mining
- vertically partitioned data
- social context
- privacy preservation
- multi party
- social influence
- sensitive information
- privacy sensitive
- scalar product
- preserving privacy
- data management
- privacy preserving association rule mining
- data privacy
- horizontally partitioned data
- privacy concerns
- private information
- business intelligence
- data publishing
- private data
- data mining
- horizontally partitioned
- privacy guarantees
- privacy issues
- differential privacy
- user interests
- social networking sites
- sensitive data
- record linkage
- visual analytics
- privacy protection
- data perturbation
- network structure
- user preferences
- naive bayesian classification
- data collection