A Comparative Analysis of Data Privacy and Utility Parameter Adjustment, Using Machine Learning Classification as a Gauge.
Kato MivuleClaude TurnerPublished in: Complex Adaptive Systems (2013)
Keyphrases
- machine learning
- data privacy
- parameter adjustment
- decision trees
- pattern recognition
- support vector machine
- privacy preserving
- feature selection
- feature extraction
- differential privacy
- support vector
- privacy preserving data mining
- data quality
- neural network
- privacy preservation
- data sharing
- cloud computing
- data mining
- databases
- sensitive information
- distributed data
- training set
- preprocessing
- database systems
- data anonymization