Federated Deep Learning for Zero-Day Botnet Attack Detection in IoT-Edge Devices
IEEE Internet of Things Journal(2022)
摘要
Deep learning (DL) has been widely proposed for botnet attack detection in Internet of Things (IoT) networks. However, the traditional centralized DL (CDL) method cannot be used to detect the previously unknown (zero-day) botnet attack without breaching the data privacy rights of the users. In this article, we propose the federated DL (FDL) method for zero-day botnet attack detection to avoid data...
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关键词
Botnet,Internet of Things,Image edge detection,Data privacy,Servers,Deep learning,Data models
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