124 Research on Network Intrusion Detection Model Based on GA-RBF Neural Network
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It is significant to detect and prohibit the abnormal actions by studying the intrusion detection method and constructing the intrusion detection system. RBF neural network (RBFNN) is a pattern classification tool that has been widely used in a variety of engineering applications. However, the problem by using the RBF neural network is about how to choose the optimum initial values of the following three parameters: the output weights, the centers and widths of the hidden unit. Therefore, the novel method based on the combination of RBF neural network and genetic algorithm (GA-RBFNN) are adopted to network intrusion detection, the genetic...