Embedding differential privacy in decision tree algorithm with different depths.
Xuanyu BaiJianguo YaoMingxuan YuanKe DengXike XieHaibing GuanPublished in: Sci. China Inf. Sci. (2017)
Keyphrases
- decision tree algorithm
- differential privacy
- differentially private
- decision trees
- private data
- privacy preserving
- classification rules
- cost sensitive
- privacy guarantees
- classification models
- data privacy
- data sharing
- privacy preservation
- personal information
- search logs
- training data
- multi class
- high dimensional
- machine learning