An Investigation of Data Privacy and Utility Preservation using KNN Classification as a Gauge.
Kato MivuleClaude TurnerPublished in: CoRR (2013)
Keyphrases
- data privacy
- knn classification
- differential privacy
- privacy preserving
- knn
- k nearest neighbor
- privacy preservation
- distance function
- cloud computing
- data sharing
- data quality
- distance metric
- privacy preserving data mining
- sensitive information
- privacy concerns
- distributed data
- sensitive attributes
- original data
- feature mapping
- input space
- sensitive data
- nearest neighbor
- databases
- data points
- personal information
- multi dimensional
- preprocessing
- neural network
- data sets
- data management