A Network Protocol Cluster Analysis Method Based on Basis Functions

Abstract

Network protocol analysis can help security personnel analyze network vulnerabilities. However, the network protocol analysis is confronted with more and more kinds of protocols and more and more complex issues. Firstly, based on the basis function of the network protocol structure representation method, the improved k-means clustering algorithm based on the basis function is presented. Finally, a network protocol analysis process based on basis function is presented. Performance analysis shows that the proposed method is superior to traditional matching methods and statistical methods.