CausShield: Sample Reconstruction-Resilient Vertical FL via Causal Representation Learning

Yongqi Jiang, Yansong Gao, Siguang Chen +1

Vertical federated learning (VFL) is a distributed learning paradigm that leverages vertically partitioned features across isolated parties without sharing raw samples; however, it…