DPRF: A Differential Privacy Protection Random Forest.
Jun HouQianmu LiShunmei MengZhen NiYini ChenYaozong LiuPublished in: IEEE Access (2019)
Keyphrases
- random forest
- privacy protection
- random forests
- decision trees
- privacy preserving
- data collection
- statistical databases
- information loss
- data sharing
- feature set
- private information
- decision tree learning algorithms
- data anonymization
- multi label
- sensitive information
- statistical disclosure
- ensemble methods
- data mining
- databases
- input data
- pairwise
- feature space
- image processing