Situation Mining Analysis Based on Security Information

This paper constructs a multilayer and dimensionality network security data set, and a hierarchical assessment process which is made up of atomic situation, host situation and network situation is established. Then the theory of self-information entropy is adopted to compute the occurring probabilit...

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Bibliographic Details
Published in2013 International Conference on Computational and Information Sciences pp. 791 - 794
Main Authors Guoqin Song, Lu Kai, Jianqiong Xiao
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.06.2013
Subjects
Atomic clocks
atomic situation
Availability
data analysis
Data mining
Data models
Educational institutions
Security
security information
security situation
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Summary:This paper constructs a multilayer and dimensionality network security data set, and a hierarchical assessment process which is made up of atomic situation, host situation and network situation is established. Then the theory of self-information entropy is adopted to compute the occurring probability of atomic situation, using the method of weighted summation to analyze the situation of every layer. At last, the proposed assessment model and process are tested by the real network environment data.
DOI:10.1109/ICCIS.2013.212