In recent years, the proliferation of Internet of Things (IoT) devices has brought unprecedented convenience and connectivity to our lives. From smart thermostats to wearable fitness trackers, IoT devices have become integral parts of our daily routines. However, with this increased connectivity comes a heightened risk of cyber attacks, including Distributed Denial of Service (DDoS)