Practical Privacy-Preserving Friend Recommendations on Social Networks.
William BrendelFangqiu HanLuís MarujoLuo JieAleksandra KorolovaPublished in: WWW (Companion Volume) (2018)
Keyphrases
- privacy preserving
- social networks
- privacy preserving data mining
- social network analysis
- vertically partitioned data
- online social networks
- privacy preservation
- social networking
- sensitive information
- multi party
- privacy concerns
- privacy preserving data mining algorithms
- private information
- sensitive data
- record linkage
- privacy protection
- real world
- horizontally partitioned data
- privacy sensitive
- privacy guarantees
- data transformation
- personal data
- data privacy
- privacy issues
- private data
- data perturbation
- privacy preserving association rule mining
- data publishing
- privacy requirements
- social media
- privacy preserving classification
- differential privacy
- user preferences
- user privacy
- preserving privacy
- homomorphic encryption
- network structure