Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties

Jingwei Sun, Zhixu Du, Anna Dai +4

Vertical federated learning (VFL) enables a service provider (i.e., active party) who owns labeled features to collaborate with passive parties who possess auxiliary features to im…