EFMVFL: An Efficient and Flexible Multi-party Vertical Federated Learning without a Third Party

no code implementations • 17 Jan 2022 • Yimin Huang, Xinyu Feng, Wanwan Wang, Hao He, Yukun Wang, Ming Yao

In most VFL frameworks, to protect the security and privacy of the participants' local data, a third party is needed to generate homomorphic encryption key pairs and perform decryption operations.

regression Vertical Federated Learning