Privacy-Preserving Gradient Boosting Decision Trees.
Qinbin LiZhaomin WuZeyi WenBingsheng HePublished in: CoRR (2019)
Keyphrases
- privacy preserving
- gradient boosting
- decision trees
- loss function
- base learners
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- naive bayes
- private information
- random forest
- data privacy
- random forests
- imitation learning
- privacy concerns
- machine learning
- sensitive information
- ensemble methods
- training set
- base classifiers
- classification rules
- decision rules
- data sources
- secure multiparty computation
- feature set
- knowledge discovery
- data model
- relational databases
- bayesian networks