A distributed denial of service attack employs a substantial number of devices to overwhelm a web server, resulting in system paralysis. In addition to the traditional method of generating excessive traffic to induce network overload, these attacks have evolved to exploit application vulnerabilities and target web servers directly. Therefore, implementing proactive measures to prevent data loss and leakage is crucial.