Binary Classification under Local Label Differential Privacy Using Randomized Response Mechanisms.
Shirong XuChendi WangWill Wei SunGuang ChengPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- binary classification
- differential privacy
- multi label
- differentially private
- multi class
- learning problems
- support vector
- privacy preserving
- cost sensitive
- text categorization
- generalization error
- data sharing
- support vector machine
- graph cuts
- ensemble methods
- image classification
- class labels
- personal information
- learning tasks
- prediction accuracy
- class imbalance
- text classification
- data privacy
- privacy preservation
- cross validation
- semi supervised learning
- classification accuracy
- data analysis
- data mining