In Software-Defined Networks, the Intrusion Detection System is receiving growing attention, due to the expansion of the internet and cloud storage. This system is vital for institutions that use cloud services and have many users. Although the Intrusion Detection System offers several security features, its performance is lagging behind in large enterprise networks. Existing approaches are based on centralised processing and use many features to implement a protection system. Therefore, system overload and poor p…