Privacy-Preserving Statistical Analysis Method by Splitting Server Roles for Distributed Real-World Data.
Jun IshiiHiroyuki MaeomichiAkihiro TsutsuiIkuo YodaPublished in: IEICE Trans. Commun. (2014)
Keyphrases
- statistical analysis
- privacy preserving
- data sets
- real world
- input data
- horizontally partitioned data
- database
- sensitive information
- privacy sensitive
- horizontally partitioned
- privacy requirements
- data transformation
- data mining
- data collection
- data quality
- information loss
- data analysis
- private information
- sensitive data
- record linkage
- multi party
- privacy issues
- privacy preservation
- data privacy
- distributed data
- data points
- knowledge discovery
- sparse data
- medical images
- raw data
- data sources
- high dimensional data
- preserving privacy
- peer to peer