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Internet of Things (IoT) technology is described as a system of different devices that can work synchronously on the same network. This synchronous working makes life easier, but it also brings some problems. The synchronous operation of the system is important for synchronous attacks such as Distributed Denial of Service (DDOS) made by hackers. When we look at the DDOS attacks carried out in recent years, the role of IoT systems is clearly seen. In this study, SimpleHome_XCS7_1003_WHT_Security_Camera dataset, one of the cyber at-tack (N-BaIoT) datasets made in 2016, was examined. While examining the data set, machine learning models used in many fields in recent years have been used. In an environment that includes work, attack and normal network traffic; It detects which traffic is attack and which traffic is normal using machine learning models. Contrary to classical attack detection methods …