Privacy-Preserving Cost-Sensitive Learning.
Yi YangShuai HuangWei HuangXiangyu ChangPublished in: IEEE Trans. Neural Networks Learn. Syst. (2021)
Keyphrases
- privacy preserving
- cost sensitive learning
- cost sensitive
- privacy preserving data mining
- vertically partitioned data
- misclassification costs
- privacy preservation
- class imbalance
- private information
- active learning
- probability estimation
- data privacy
- missing values
- sensitive information
- decision trees
- rule extraction
- privacy concerns
- binary classification
- class distribution
- learning models
- multi class
- differential privacy
- secure multiparty computation
- total cost
- text classification
- feature space