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CLASSIFICATION OF IOT DEVICES BASED ON THEIR NETWORK TRAFFIC
CLASSIFICATION OF IOT DEVICES BASED ON THEIR NETWORK TRAFFIC
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机译:基于网络流量的物联网设备分类
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摘要
In one embodiment, a traffic analysis service obtains telemetry data regarding network traffic associated with a device in a network. The traffic analysis service forms a histogram of frequencies of the traffic features from the telemetry data for the device. The traffic features are indicative of endpoints with which the device communicated. The traffic analysis service associates a device type with the device, by comparing the histogram of the traffic features from the telemetry data to histograms of traffic features associated with other devices. The traffic analysis service initiates, based on the device type associated with the device, an adjustment to treatment of the traffic associated with the device by the network.
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