Xinqian Wang

Vertical Federated XGBoost with Privacy Preservation via Secure Multiparty Computation

2026 · Journal of Cybersecurity and Privacy

Gradient Boosted Decision Trees (GBDTs) are popular for their strong predictive performance. However, in domains like finance and healthcare, data are often distributed across organizations, making collaborative model training challenging due to privacy concerns. Vertical …