Latency Minimization in Covert Communication-Enabled Federated Learning Network

IEEE Transactions on Vehicular Technology(2021)

引用 14|浏览21
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摘要
Federated Learning (FL) as a promising technique is able to address the privacy issues in machine learning. However, due to the broadcast nature of wireless channel, one of the key challenges of FL is its vulnerability to wireless security threats. Thus, in this paper, we consider the model update security in FL. In particular, we propose to adopt a covert communication technique with which a frie...
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关键词
Jamming,Mobile handsets,Computational modeling,Servers,Data models,Performance evaluation,Communication system security
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