Title :
Study of Index Weight in Network Threat Evaluation Based on Improved Grey Theory
Author :
Si, Jiaquan ; Wang, Kaizhuo ; Wang, Wei ; Man, Dapeng ; Yang, Wu
Author_Institution :
Inf. Security Res. Center, Harbin Eng. Univ., Harbin
Abstract :
It´s necessary to create a credible and general evaluating index model in network threat assessment. According to the network indices´ effect, this paper proposed an algorithm which combines grey correlation degree in grey theory with traditional analytic hierarchy process (AHP) to determine the indices. It considered both objective and subjective factors. Experiments showed that this method had a strict mathematical theory basis, a definite meaning and a high practical value. It improved the evaluation methods´ credibility of network threat assessment.
Keywords :
computer networks; grey systems; telecommunication security; analytic hierarchy process; grey theory; index weight; network threat assessment; network threat evaluation; Algorithm design and analysis; Application software; Computational intelligence; Computer industry; Computer networks; Conferences; Entropy; Independent component analysis; Information security; Principal component analysis;
Conference_Titel :
Computational Intelligence and Industrial Application, 2008. PACIIA '08. Pacific-Asia Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-0-7695-3490-9
DOI :
10.1109/PACIIA.2008.134