Ents: An Efficient Three-party Training Framework for Decision Trees by Communication Optimization

Guopeng Lin, Weili Han, Wenqiang Ruan +4

Multi-party training frameworks for decision trees based on secure multi-party computation enable multiple parties to train high-performance models on distributed private data with…