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DDoS SDN capable of detection DDoS attacks using artificial intelligence and controller including the same

机译:能够使用人工智能及其控制器检测DDoS攻击的DDoS SDN

摘要

A software defined network for detecting DDoS attacks using artificial intelligence and a controller included therein. The disclosed software defined network includes: the controller located on a control plane of the software defined network; and a plurality of switches located on a data plane of the software defined network. Each of the plurality of switches collects a flow that is a set of packets, and transmits feature information about the flow to the controller. The controller detects the DDoS attacks by using the feature information about the flow and a back propagation neural network. Accordingly, the present invention can effectively detect and reduce the DDoS attacks applied to the controller.
机译:用于使用人工智能检测DDoS攻击的软件定义网络及其中包含的控制器。公开的软件定义网络包括:控制器,位于所述软件定义网络的控制平面上;位于软件定义网络的数据平面上的多个交换机。多个交换机中的每个交换机收集作为一组分组的流,并将关于该流的特征信息发送到控制器。控制器通过使用有关流的特征信息和反向传播神经网络来检测DDoS攻击。因此,本发明可以有效地检测和减少应用于控制器的DDoS攻击。

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