A Framework for Evaluating Privacy-Utility Trade-off in Vertical Federated Learning

Yan Kang, Jiahuan Luo, Yuanqin He +3

Federated learning (FL) has emerged as a practical solution to tackle data silo issues without compromising user privacy. One of its variants, vertical federated learning (VFL), ha…