Using PCA to Evaluate Computer Network Security

DOI

10.2991/citcs.2012.37How to use a DOI?

Keywords

network security; principal components analysis (PCA); security evaluation

Abstract

The principal components analysis (PCA) is a multivariate statistical tool which brings the multi-dimensional factor into the identical system to carry on the qualitative and quantitative research. The theory is relatively complete. This paper applies the PCA method into the synthesis evaluation of network security, thus can determine the major component which affects the network security. Relatively, this method is very practical in evaluating the network security objectively, accurately, and comprehensively, provides a new idea or method for evaluating the security status of computer network system.

Copyright

© 2012, 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/).

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TY  - CONF
AU  - Yunlong Zhang
AU  - Yong Hua
PY  - 2012/11
DA  - 2012/11
TI  - Using PCA to Evaluate Computer Network Security
BT  - Proceedings of the 2012 National Conference on Information Technology and Computer Science
PB  - Atlantis Press
SP  - 134
EP  - 137
SN  - 1951-6851
UR  - https://doi.org/10.2991/citcs.2012.37
DO  - 10.2991/citcs.2012.37
ID  - Zhang2012/11
ER  -