Prediction of network security based on DS evidence theory

Network security situation prediction is difficult due to its strong uncertainty, but DS evidence theory performs well in solving the problem of uncertainty. Based on DS evidence theory, this study analyzed the prediction of the network security situation, designed a prediction model based on the im...

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Bibliographic Details
Main Author: Dan Liu
Format: Article
Language:English
Published: Electronics and Telecommunications Research Institute (ETRI) 2020-03-01
Series:ETRI Journal
Subjects:
Online Access:https://doi.org/10.4218/etrij.2019-0147
Description
Summary:Network security situation prediction is difficult due to its strong uncertainty, but DS evidence theory performs well in solving the problem of uncertainty. Based on DS evidence theory, this study analyzed the prediction of the network security situation, designed a prediction model based on the improved DS evidence theory, and carried out a simulation experiment. The experimental results showed that the improved method could predict accurately in the case of a large conflict, and had strong anti‐jamming abilities as compared with the original method. The experimental results prove the effectiveness of the improved method in the prediction of the network security situation and provide some theoretical basis for the further application of DS evidence theory.
ISSN:1225-6463