How to Cooperate Locally to Improve Global Privacy in Social Networks? On Amplification of Privacy Preserving Data Aggregation.
Krzysztof GriningMarek KlonowskiMalgorzata SulkowskaPublished in: TrustCom/BigDataSE/ICESS (2017)
Keyphrases
- privacy preserving
- data aggregation
- privacy preserving data mining
- social networks
- vertically partitioned data
- privacy preservation
- data privacy
- private information
- preserving privacy
- privacy concerns
- private data
- wireless sensor networks
- privacy requirements
- privacy protection
- secure multiparty computation
- privacy sensitive
- multi party
- sensitive information
- scalar product
- horizontally partitioned data
- privacy issues
- differential privacy
- sensor networks
- social media
- privacy preserving association rule mining
- privacy preserving classification
- data publishing
- privacy guarantees
- location privacy
- personal information
- sensitive data
- data perturbation
- data anonymization
- energy efficient
- user privacy
- homomorphic encryption
- data mining
- record linkage
- data access
- power consumption
- personal data