Vertical Federated Learning

PlugVFL: Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties
Research on robustness of vertical federated learning convolutional models against performance and IP leakage risks when nactive parties unexpectedly quit during deployment
Jingwei Sun, Zhixu Du, Anna Dai, Saleh Baghersalimi, Alireza Amirshahi, David Atienza, Yiran Chen
March, 2023 preprint
Preprint