A Network Protocol Cluster Analysis Method Based on Basis Functions

DOI

10.2991/aetr-17.2018.20How to use a DOI?

Keywords

Protocol Analysis; Base-function; Protocol State; K-Means

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.

Copyright

© 2018, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Download article (PDF)

TY  - CONF
AU  - Wei Wang
AU  - Wenhong Zhao
PY  - 2018/03
DA  - 2018/03
TI  - A Network Protocol Cluster Analysis Method Based on Basis Functions
BT  - Proceedings of the 2017 International Conference Advanced Engineering and Technology Research (AETR 2017)
PB  - Atlantis Press
SP  - 96
EP  - 102
SN  - 2352-5401
UR  - https://doi.org/10.2991/aetr-17.2018.20
DO  - 10.2991/aetr-17.2018.20
ID  - Wang2018/03
ER  -