Distinguishing Between Smartphones and IoT Devices via Network Traffic

IEEE Internet of Things Journal(2022)

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摘要
Internet of Things (IoT) devices are increasingly growing in mobile networks with the ubiquity of various IoT services. They share the same infrastructure with smartphones while having different requirements for communication resources and security defense mechanisms. Distinguishing IoT devices from smartphones has far-reaching implications on effective network design, resource allocation scheme, ...
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关键词
Smart phones,Internet of Things,Feature extraction,Entropy,Downlink,Object recognition,Monitoring
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