112 citations · 166 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 54 cited
BlindFL: Vertical Federated Machine Learning without Peeking into Your Data
Fangcheng Fu, Huanran Xue, Yong Cheng +2
Due to the rising concerns on privacy protection, how to build machine learning (ML) models over different data sources with security guarantees is gaining more popularity. Vertica…
cs.LG2019★ 112 cited
Abnormal Client Behavior Detection in Federated Learning
Suyi Li, Yong Cheng, Yang Liu +2
In federated learning systems, clients are autonomous in that their behaviors are not fully governed by the server. Consequently, a client may intentionally or unintentionally devi…