Proceedings of the 2012 National Conference on Information Technology and Computer Science

Using PCA to Evaluate Computer Network Security

Authors
Yunlong Zhang, Yong Hua
Corresponding Author
Yunlong Zhang
Available Online November 2012.
DOI
https://doi.org/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.
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Proceedings
2012 National Conference on Information Technology and Computer Science
Part of series
Advances in Intelligent Systems Research
Publication Date
November 2012
ISBN
978-94-91216-39-8
ISSN
1951-6851
DOI
https://doi.org/10.2991/citcs.2012.37How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Yunlong Zhang
AU  - Yong Hua
PY  - 2012/11
DA  - 2012/11
TI  - Using PCA to Evaluate Computer Network Security
BT  - 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  - https://doi.org/10.2991/citcs.2012.37
ID  - Zhang2012/11
ER  -