Privacy-Preserving Ridge Regression on Hundreds of Millions of Records.
Valeria NikolaenkoUdi WeinsbergStratis IoannidisMarc JoyeDan BonehNina TaftPublished in: IEEE Symposium on Security and Privacy (2013)
Keyphrases
- privacy preserving
- ridge regression
- record linkage
- linear regression
- privacy preserving data mining
- privacy preservation
- regression methods
- vertically partitioned data
- support vector machine
- sensitive information
- private information
- data privacy
- privacy concerns
- privacy requirements
- multi party
- private data
- privacy protection
- ls svm
- statistical databases
- regression method
- regression model
- least squares
- data publishing
- horizontally partitioned data
- preserving privacy
- privacy sensitive
- kernel regression
- differential privacy
- decision trees
- privacy issues
- nearest neighbor
- feature space
- scalar product
- learning algorithm