Mining social interactions in privacy-preserving temporal networks.
Federico MusciottoSaverio DelprioriPaolo CastagnoEvangelos PournarasPublished in: ASONAM (2016)
Keyphrases
- privacy preserving
- social interaction
- privacy sensitive
- privacy preservation
- social networks
- social ties
- horizontally partitioned
- preserving privacy
- privacy preserving data mining
- horizontally partitioned data
- private information
- data privacy
- multi party
- social media
- sensitive information
- vertically partitioned data
- private data
- medical data
- location prediction
- social behavior
- temporal information
- privacy preserving association rule mining
- social structure
- data mining
- secure multiparty computation
- network structure
- record linkage
- privacy protection
- privacy issues
- social relationships
- partitioned data
- privacy concerns
- data perturbation
- social context
- interesting patterns
- knowledge discovery
- privacy requirements
- privacy guarantees
- differential privacy
- data mining techniques
- itemsets
- sensitive data
- scalar product
- data publishing
- social network data
- naive bayesian classification
- frequent patterns
- online social networks