In today’s interconnected digital world, cybersecurity threats are becoming increasingly sophisticated, with Distributed Denial-of-Service (DDoS) attacks standing out as one of the most disruptive and damaging cyber threats. These attacks do not aim to breach a system for data theft; rather, they focus on overwhelming a target with excessive traffic, making websites, applications, or entire networks inaccessible to legitimate users.