Privacy vs Utility analysis when applying Differential Privacy on Machine Learning Classifiers.
Mathuranthagaa SelvarathnamRoshan G. RagelConstantino Carlos Reyes-AldasoroMuttukrishnan RajarajanPublished in: WiMob (2023)
Keyphrases
- differential privacy
- differentially private
- privacy preserving
- machine learning
- privacy preservation
- private data
- tabular data
- feature selection
- privacy preserving data mining algorithms
- data privacy
- privacy guarantees
- preserving privacy
- data analysis
- individual privacy
- personal information
- data sharing
- data sets
- support vector machine
- social media
- data mining
- databases