Self-Organization Map (SOM) Algorithm for DDoS Attack Detection in Distributed Software Defined Network (D-SDN)

Attack Detection Research for Software Defined Network

Software-defined network structure of the network fundamental changes, its network equipment to achieve the hardware and software isolation and virtualization technology underlying hardware, so as to further development of the network provides a platform. This is due to the hardware and software isolation, making the network more vulnerable to attack, thus changing the topology and business inf...

Neural Network Based Protection of Software Defined Network Controller against Distributed Denial of Service Attacks

Software Defined Network (SDN) is a new architecture for network management and its main concept is centralizing network management in the network control level that has an overview of the network and determines the forwarding rules for switches and routers (the data level). Although this centralized control is the main advantage of SDN, it is also a single point of failure. If this main contro...

A Deep Learning Based DDoS Detection System in Software-Defined Networking (SDN)

Distributed Denial of Service (DDoS) is one of the most prevalent attacks that an organizational network infrastructure comes across nowadays. We propose a deep learning based multi-vector DDoS detection system in a software-defined network (SDN) environment. SDN provides flexibility to program network devices for different objectives and eliminates the need for third-party vendor-specific hard...

DDoS Attack in “Cloud of Things” Environment, Software Defined Networking (SDN) and A Research on Defense Mechanisms against DDoS using SDN

The Internet of Things presents the user with a novel means of communicating with the Web world through ubiquitous object-enabled networks. While IoT is exciting on its own, the real innovation will come from combining it with cloud computing. In the new era of Internet of Things integrated with cloud computing, Distributed Denial Service of Attacks (DDoS) is growing substantially. With the adv...

Early Detection of DDoS Attacks in Software Defined Networks Controller