collaborators

1 paper

cs.LG2024

Hyperparameter Optimization for SecureBoost via Constrained Multi-Objective Federated Learning

Yan Kang, Ziyao Ren, Lixin Fan +3

SecureBoost is a tree-boosting algorithm that leverages homomorphic encryption (HE) to protect data privacy in vertical federated learning. SecureBoost and its variants have been w…