The Internet of Things (IoT) has revolutionized various industries by connecting devices and enabling real-time data sharing, but it has also created new security vulnerabilities. One of the most pressing threats to IoT networks is the rise of botnet attacks, where a network of compromised IoT devices is used to launch large-scale cyberattacks, such as Distributed Denial of Service (DDoS) attacks.