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