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Evaluation and reliability analysis of network security risk factors based on D-S evidence theory

机译:基于D-S证据理论的网络安全风险因素评估与可靠性分析

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摘要

Evaluation of the security risks of the Internet had a very important significance to enhance the security level of the Internet and take security measures to eliminate security incidents, and to reduce security risks. After constructing the index system of network security risk assessment, the Dempster synthesis rule was optimized, and the weights of each index system were determined based on D-S evidence theory. In order to verify the reliability of this method, the reliability distribution values of each index layer were synthesized by the optimized Dempster synthesis rule. We can see from the calculation results and Matlab simulation results that the reliability of the network risk level was significantly improved with the combination rule. Furthermore, the sensitivity analysis was carried out by perturbation method and individual risk factors were adjusted for comparative analysis in two different situations A, B. We can see from the results of comparative analysis that the single factor risk factor had little influence on the whole network risk level, which showed that the stability was better.
机译:对互联网安全风险的评估具有增强互联网的安全级别的重要意义,并采取安全措施来消除安全事件,并减少安全风险。在构建网络安全风险评估的指标体系之后,优化了DEMPSTER合成规则,基于D-S证据理论确定了每个指标体系的权重。为了验证该方法的可靠性,通过优化的DEMPSTER综合规则合成了每个索引层的可靠性分布值。我们可以从计算结果中看出,MATLAB仿真结果与组合规则的网络风险级别的可靠性显着提高。此外,通过扰动方法进行敏感性分析,并在两个不同情况A,B中调整了个体危险因素以进行比较分析,我们可以从比较分析结果看,单个因素危险因素对整个网络影响很小风险水平,表明稳定性更好。

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