Aegis: A Trusted, Automatic and Accurate Verification Framework for Vertical Federated Learning

Cengguang Zhang, Junxue Zhang, Di Chai +1

Vertical federated learning (VFL) leverages various privacy-preserving algorithms, e.g., homomorphic encryption or secret sharing based SecureBoost, to ensure data privacy. However…