Towards A Differential Privacy and Utility Preserving Machine Learning Classifier.
Kato MivuleClaude TurnerSoo-Yeon JiPublished in: Complex Adaptive Systems (2012)
Keyphrases
- differential privacy
- machine learning
- differentially private
- privacy preserving
- feature selection
- private data
- decision trees
- privacy guarantees
- support vector machine
- learning algorithm
- tabular data
- data sharing
- privacy preservation
- privacy preserving data mining algorithms
- anonymized data
- data privacy
- data mining
- feature space
- training set
- personal information
- search logs
- information extraction
- digital libraries
- support vector
- model selection
- private information
- study proposes
- nearest neighbor
- data model
- information retrieval
- database