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The Technical Research on the Assessment of Network Security Situation Based on D-S Evidence Theory

Authors :
Chen Jian
Yang Mingyuan
Hussain Rifat
Source :
Applied Mathematics and Nonlinear Sciences, Vol 8, Iss 1, Pp 1177-1192 (2023)
Publication Year :
2023
Publisher :
Sciendo, 2023.

Abstract

With the increasing importance of network security, more attention is paid to the research on network security situation awareness, while network security situation assessment is the core of situation awareness. The existing situation assessment technology has many problems, such as unitary methodology, large-scale subjective factors and so on, affecting the accuracy of situation assessment. Combined with the traditional network security technology, this paper sets up a three-layer evaluation index system, and puts forward an overall network security situation evaluation model based on hidden Markov model, PageRank algorithm and D-S evidence theory, through which, the overall situation is evaluated after using different fusion algorithms in different fusion stages. The simulation result shows that the above assessment method is more accurate and efficient than the method using single model.

Details

Language :
English
ISSN :
24448656
Volume :
8
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Applied Mathematics and Nonlinear Sciences
Publication Type :
Academic Journal
Accession number :
edsdoj.31f44d07118041cea8b6cec02922040a
Document Type :
article
Full Text :
https://doi.org/10.2478/amns.2022.2.0105