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

3 citations · 3 across the 3 of their papers we have counts for

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cs.CR2023

PrivaScissors: Enhance the Privacy of Collaborative Inference through the Lens of Mutual Information

Lin Duan, Jingwei Sun, Yiran Chen +1

Edge-cloud collaborative inference empowers resource-limited IoT devices to support deep learning applications without disclosing their raw data to the cloud server, thus preservin…

cs.CR2023★ 3 cited

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…