This study focuses on the dataset from DDoS Attack SDN Dataset (2020) where the Smurf DDoS attack focuses on the ICMP protocol. The purpose of this study is to detect Smurf DDoS attacks on the Software Defined Network topology and analyze the accuracy and performance as well as compare two machine learning methods used. The method used in this study is the Decision Tree and K-Nearest Neighbor a…