OpBoost: A Vertical Federated Tree Boosting Framework Based on Order-Preserving Desensitization

Xiaochen Li, Yuke Hu, Weiran Liu +5

Vertical Federated Learning (FL) is a new paradigm that enables users with non-overlapping attributes of the same data samples to jointly train a model without directly sharing the…