146 citations · 309 across the 23 of their papers we have counts for
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cs.CR2021★ 1 cited
Securing Federated Learning: A Covert Communication-based Approach
Yuan-Ai Xie, Jiawen Kang, Dusit Niyato +4
Federated Learning Networks (FLNs) have been envisaged as a promising paradigm to collaboratively train models among mobile devices without exposing their local privacy data. Due t…
cs.CR2020
Toward Smart Security Enhancement of Federated Learning Networks
Junjie Tan, Ying-Chang Liang, Nguyen Cong Luong +1
As traditional centralized learning networks (CLNs) are facing increasing challenges in terms of privacy preservation, communication overheads, and scalability, federated learning…