Fast, Privacy Preserving Linear Regression over Distributed Datasets based on Pre-Distributed Data.
Martine De CockRafael DowsleyAnderson C. A. NascimentoStacey C. NewmanPublished in: AISec@CCS (2015)
Keyphrases
- distributed data
- linear regression
- privacy preserving
- data privacy
- distributed data mining
- privacy concerns
- least squares
- data mining algorithms
- data sharing
- privacy preservation
- privacy preserving data mining
- communication cost
- vertically partitioned data
- data distribution
- multi party
- sensitive information
- private information
- partitioned data
- privacy sensitive
- data mining
- differential privacy
- secure multiparty computation
- horizontally partitioned data
- horizontally partitioned
- databases
- sensitive data
- mobile agents
- nearest neighbor
- knowledge discovery
- data sets