SDN based Design for Detection of Distributed Denial of Service (DDoS) attack

摘要

Networking Technologies are more advanced in Information and Communication Technology (ICT). So, networking devices are needed to consider for simplicity, scalability and traffic flow optimization. This can be solved by using Software Defined Networking (SDN). SDN is the network architecture where the network control is decoupled and separated from forwarding mechanism. DDoS attack becomes one of the big issues in network security. In this paper, we compare and discuss the detection of DDoS attack on SDN network by using machine learning techniques. We propose SDN based design for detection of DDoS attack by using Advanced Support Vector Machine (ASVM) algorithm.