Guard-GBDT: Efficient Privacy-Preserving Approximated GBDT Training on Vertical Dataset

Anxiao Song, Shujie Cui, Jianli Bai +3

In light of increasing privacy concerns and stringent legal regulations, using secure multiparty computation (MPC) to enable collaborative GBDT model training among multiple data o…