Privacy-preserving function computation by exploitation of friendships in social networks.
Farid Movahedi NainiJayakrishnan UnnikrishnanPatrick ThiranMartin VetterliPublished in: ICASSP (2014)
Keyphrases
- privacy preserving
- social networks
- partitioned data
- privacy preserving data mining
- link prediction
- privacy preservation
- multi party
- online social networks
- social relationships
- private information
- vertically partitioned data
- data privacy
- sensitive information
- horizontally partitioned data
- privacy sensitive
- social network analysis
- private data
- privacy protection
- scalar product
- user privacy
- privacy concerns
- social network data
- sensitive data
- privacy issues
- differential privacy
- preserving privacy
- secure multi party computation
- horizontally partitioned
- data publishing
- privacy guarantees
- social influence
- privacy preserving classification
- data mining
- decision trees
- privacy preserving association rule mining
- record linkage