Privacy-Preserving Statistical Analysis Method for Real-World Data.
Jun IshiiHiroyuki MaeomichiIkuo YodaPublished in: TrustCom (2012)
Keyphrases
- statistical analysis
- privacy preserving
- data sets
- input data
- sensitive information
- real world
- database
- vertically partitioned data
- preserving privacy
- privacy sensitive
- data privacy
- horizontally partitioned
- data sources
- private data
- data transformation
- privacy issues
- data mining techniques
- data analysis
- data distribution
- record linkage
- multi party
- information loss
- privacy preserving data mining
- privacy protection
- data collection
- personal information
- privacy guarantees
- differentially private
- privacy requirements
- knowledge discovery
- data mining methods
- data quality
- third party