Efficient Homomorphic Encryption Packing for Vertical Federated Learning

PackVFL, an efficient vertical federated learning framework based on packed homomorphic encryption, accelerates existing homomorphic encryption-based vertical federated learning algorithms by designing a high-performant matrix multiplication method tailored for the vertical federated learning scenario.