应用混合核函数支持向量机的网络安全检测模型研究

Research on network security model using hybrid kernel support vector machine

在总结Do S/DDo S攻防基本技术和现有网络安全模型的基础上,提出了一种改进的网络安全模型,该模型应用支持向量机对网络攻击行为进行分类,并在算法中采用多个核函数的混合策略,通过部署测试,实验证明改进算法的网络安全模型具有一定的优势。

On the basis of summarizing the Do S/DDo S attack detection and defense technology and the existing network security model,an improved network security model is proposed,in which support vector machine is used to classify the network attack behavior. The hybrid strategy of multiple kernel functions is adopted in the algorithm. The experiment results show that the network security model of the improved algorithm has some advantages.