【摘要】 本文构建了一个新的入侵检测模型,利用MATLAB神经网络工具箱中提供四种典型的快速改进算法作为BP网络训练的学习函数;实验结果表明,采用最佳网络设计的入侵检测模型能加速网络收敛,降低计算机资源消耗,提高检测率。更多还原

【Abstract】 A new intrusion detection model is accomplished in this paper,which makes use of four typical sorts of rapidly improved algorithm provided MATLAB Neural Network Toolbox as learning function of BP networks.The results of experi-ment show that the intrusion detection model applied optimal networks design can accelerate the convergence of neural network,decrease computer resources comsumption and increase detection rate.更多还原