Vertical Federated Learning for Effectiveness, Security, Applicability: A Survey

Mang Ye, Wei Shen, Bo Du +3

Vertical Federated Learning (VFL) is a privacy-preserving distributed learning paradigm where different parties collaboratively learn models using partitioned features of shared sa…