On the Benefits of Sampling in Privacy Preserving Statistical Analysis on Distributed Databases
Bing-Rong LinYe WangShantanu RanePublished in: CoRR (2013)
Keyphrases
- distributed databases
- privacy preserving
- statistical analysis
- privacy preserving data mining
- privacy preservation
- distributed environment
- vertically partitioned data
- sensitive information
- data privacy
- random sampling
- multi party
- data integrity
- private information
- privacy concerns
- horizontally partitioned data
- privacy requirements
- secure multiparty computation
- privacy sensitive
- information systems
- private data
- privacy protection
- data warehousing
- database systems
- privacy preserving association rule mining
- data sets
- differential privacy
- sensitive data
- preserving privacy
- scalar product