Vertical federated learning: Concepts, advances, and challenges

Y Liu, Y Kang, T Zou, Y Pu, Y He, X Ye… - … on Knowledge and …, 2024 - ieeexplore.ieee.org
Vertical Federated Learning (VFL) is a federated learning setting where multiple parties with
different features about the same set of users jointly train machine learning models without …

BDVFL: Blockchain-based Decentralized Vertical Federated Learning

S Wang, K Gai, J Yu, L Zhu - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Vertical Federated Learning (VFL) effectively addresses the issue of data isolation, which
makes data mining secure. Most VFL implementations rely on a single server or third party …