A Comprehensive Survey on Contribution Evaluation Methods in Vertical Federated Learning

Contribution evaluation is crucial for maintaining trust, ensuring equitable resource sharing, and fostering sustainable collaboration in Vertical Federated Learning (VFL) systems. This survey provides a structured analysis of the current landscape and potential advancements in contribution evaluation methodologies for VFL.