Privacy preserving processing of data decision tree based on sample selection and Singular Value Decomposition.
Priyank JainNeelam PathakPratibha TapashettiA. S. UmeshPublished in: IAS (2013)
Keyphrases
- privacy preserving
- singular value decomposition
- data privacy
- sensitive information
- private data
- data sets
- sensitive data
- training data
- raw data
- preserving privacy
- data points
- privacy issues
- horizontally partitioned data
- privacy sensitive
- horizontally partitioned
- vertically partitioned data
- user privacy
- privacy protection
- data quality
- singular values
- high dimensional data
- classification accuracy
- privacy guarantees
- privacy preservation
- privacy requirements
- least squares
- dimensionality reduction
- data mining techniques