Botnet attacks are one of the most serious threats of many threats in the rapid development of Internet of Things (IoT) devices. The more complex IoT devices make the detection or classifying time of attacks longer and consume a lot of memory. This study used MedBIoT datasets from Tallinn University Of Technology. Extra trees feature selection method and correlation feature selection are applie…