SecureCut: Federated Gradient Boosting Decision Trees with Efficient Machine Unlearning

no code implementations • 22 Nov 2023 • Jian Zhang, Bowen Li Jie Li, Chentao Wu

In response to legislation mandating companies to honor the \textit{right to be forgotten} by erasing user data, it has become imperative to enable data removal in Vertical Federated Learning (VFL) where multiple parties provide private features for model training.

Machine Unlearning Vertical Federated Learning