journal article·2023Open access

A New Model for Network Security Situation Assessment of the Industrial Internet

Ming Cheng, Shiming Li, Yuhe Wang, Guohui Zhou, Peng Han, Yan Zhao

Computers, Materials & Continua· Volume 75· Issue 2

Abstract

To address the problem of network security situation assessment in the Industrial Internet, this paper adopts the evidential reasoning (ER)algorithm and belief rule base (BRB) method to establish an assessment model. First, this paper analyzes the influencing factors of the Industrial Internet and selects evaluation indicators that contain not only quantitative data but also qualitative knowledge. Second, the evaluation indicators are fused with expert knowledge and the ER algorithm. According to the fusion results, a network security situation assessment model of the Industrial Internet based on the ER and BRB method is established, and the projection covariance matrix adaptive evolution strategy (P-CMA-ES) is used to optimize the model parameters. This method can not only utilize semiquantitative information effectively but also use more uncertain information and prevent the problem of combinatorial explosion. Moreover, it solves the problem of the uncertainty of expert knowledge and overcomes the problem of low modeling accuracy caused by insufficient data. Finally, a network security situation assessment case of the Industrial Internet is analyzed to verify the effectiveness and superiority of the method. The research results show that this method has strong applicability to the network security situation assessment of complex Industrial Internet systems. It can accurately reflect the actual network security situation of Industrial Internet systems and provide safe and reliable suggestions for network administrators to take timely countermeasures, thereby improving the risk monitoring and emergency response capabilities of the Industrial Internet.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Network Security and Intrusion Detection · Smart Grid Security and Resilience · Advanced Data Processing Techniques

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

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