Towards Querying in Decentralized Environments with Privacy-Preserving Aggregation.
Ruben TaelmanSimon SteyskalSabrina KirranePublished in: ASLD@ISWC (2020)
Keyphrases
- privacy preserving
- vertically partitioned data
- privacy preserving data mining
- privacy preservation
- sensitive information
- private information
- multi party
- privacy concerns
- horizontally partitioned data
- differential privacy
- privacy sensitive
- scalar product
- data privacy
- horizontally partitioned
- privacy requirements
- databases
- record linkage
- sensitive data
- data perturbation
- naive bayesian classification
- preserving privacy
- privacy guarantees
- peer to peer
- privacy protection
- personal data
- data publishing
- data management
- distributed systems
- database systems
- secure multiparty computation
- partitioned data
- decision trees
- data mining
- real world