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I would like to introduce you to how we generated the benign dataset. First of all, we included the MQTT sensors with two topics which are open and closed for the door and the on and off for the light. We use MQTT publish for the control of the sensor state change in order to actually mimic the actual users. And thirdly, we randomly browse local websites. Together with browsing the internet websites such as Wikipedia. And we also try simulating the downloading. We have sent and received emails using dummy accounts. And also, we tried ssh login and logout from the legitimate users. We also turned on/off the smart socket and the smart plug. We reviewed, rotate, view, capture the smart cameras. And as for the network drives share, we use it for sharing, accessing, editing, and deleting files. In number 10, we tried video conferencing using Facebook messenger and the Microsoft MS teams, and also, we streamed videos from YouTube and Netflix. All of these were recorded using the windows operating system. |