This research endeavors to fortify the security posture of Software-Defined Networks (SDN) through the strategic utilization of intelligent machine learning techniques. with a primary focus on mitigating detrimental Denial of Service (DoS) attacks. To accomplish this. this study constructed a rigorously designed simulated SDN environment. https://danddcollectiblers.shop/product-category/kitchen-slicers/