GTree: GPU-Friendly Privacy-preserving Decision Tree Training and Inference.
Qifan WangShujie CuiLei ZhouYe DongJianli BaiYun Sing KohGiovanni RusselloPublished in: CoRR (2023)
Keyphrases
- privacy preserving
- decision trees
- privacy preserving classification
- privacy preserving data mining
- privacy preservation
- vertically partitioned data
- training set
- private information
- privacy protection
- multi party
- sensitive information
- data privacy
- naive bayesian classification
- record linkage
- horizontally partitioned data
- private data
- differential privacy
- privacy sensitive
- preserving privacy
- privacy issues
- sensitive data
- privacy concerns
- machine learning
- scalar product
- privacy guarantees
- data perturbation
- horizontally partitioned
- naive bayes
- sensitive attributes
- personal data
- secure multiparty computation
- partitioned data
- third party
- privacy preserving association rule mining
- privacy preserving data mining algorithms