Digital Communications and Networks • Vol 2 • No 3
A network security situation prediction model based on wavelet neural network with optimized parameters
July 2016 • Haibo Zhang, Qing Huang, Fangwei Li, Jiang Zhu
The security incidents ion networks are sudden and uncertain, it is very hard to precisely predict the network security situation by traditional methods. In order to improve the prediction accuracy of the network security situation, we build a network security situation prediction model based on Wavelet Neural Network (WNN) with optimized parameters by the Improved Niche Genetic Algorithm (INGA). The proposed model adopts WNN which has strong nonlinear ability and fault-tolerance performance. Also, the parameters …