The Internet of Things (IoT) has brought various conveniences to everyday life, particularly in smart home applications. However, this increased connectivity also heightens the risk of cyber attacks, especially Distributed Denial of Service (DDoS) attacks. This study aims to analyze the effectiveness of the Multilayer Perceptron (MLP) method in detecting DDoS attacks within IoT-based smart home…