Secure Friend Discovery via Privacy-Preserving and Decentralized Community Detection.
Pili HuSherman S. M. ChowWing Cheong LauPublished in: CoRR (2014)
Keyphrases
- community detection
- privacy preserving
- vertically partitioned data
- social networks
- secure multiparty computation
- scalar product
- horizontally partitioned data
- cohesive subgroups
- sensitive data
- multi party
- homomorphic encryption
- social network analysis
- complex networks
- user privacy
- network analysis
- community structure
- privacy preserving data mining
- link prediction
- privacy preservation
- online social networks
- community discovery
- data privacy
- horizontally partitioned
- private information
- sensitive information
- privacy protection
- preserving privacy
- privacy guarantees
- social networking
- privacy preserving association rule mining
- differential privacy
- data publishing
- privacy concerns
- data perturbation
- peer to peer
- knowledge discovery
- privacy sensitive
- data mining
- social media
- pattern discovery
- privacy issues
- network structure