SiGBDT: Large-Scale Gradient Boosting Decision Tree Training via Function Secret Sharing.
Yufan JiangFei MeiTianxiang DaiYong LiPublished in: AsiaCCS (2024)
Keyphrases
- secret sharing
- gradient boosting
- decision trees
- secret sharing scheme
- loss function
- multi party
- training set
- training process
- video sequences
- naive bayes
- pairwise
- supervised learning
- training samples
- machine learning algorithms
- privacy preserving
- logistic regression
- random forest
- base learners
- support vector
- image sequences