engleski

Analysis of Network Traffic Features Generated by IoT Devices

Devices that coexist in the Internet of Things environment are growing in number and their application is becoming more diverse. This opens many problem areas for research. Examples of such areas are the classification of IoT devices, the detection of network traffic anomalies that such devices generate, and the monitoring and management of IoT devices and communication infrastructure. Certain researches indicate homogeneity of device behavior within individual groups of IoT devices and heterogeneity between different groups. The problem of defining groups of devices with similar characteristics is emphasized. This paper presents an analysis of network traffic features generated by IoT devices in order to gain insight into the traffic features that can be used as a framework for further research in a field of device class definition and device classification in the IoT environment.

classification ; network traffic flow ; anomaly detection ; DDoS

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