Privacy-preserving Distributed Analytics: Addressing the Privacy-Utility Tradeoff Using Homomorphic Encryption for Peer-to-Peer Analytics.
Prasanta BhattacharyaTuan PhanLinlin LiuPublished in: ICIS (2015)
Keyphrases
- privacy preserving
- homomorphic encryption
- peer to peer
- data sharing
- privacy requirements
- differential privacy
- horizontally partitioned data
- privacy preserving data mining
- multi party
- privacy sensitive
- secure multiparty computation
- privacy preservation
- private information
- business intelligence
- privacy protection
- vertically partitioned data
- privacy preserving classification
- privacy concerns
- sensitive information
- data anonymization
- data management
- private data
- privacy guarantees
- data mining
- scalar product
- data privacy
- distributed data
- preserving privacy
- cloud computing
- privacy issues
- data publishing
- data analysis
- user privacy
- data model
- sensitive data
- public key
- digital libraries