EOA-SVM Based Security Risk Assessment Method for Electrical Sensors and Sensor Networks

With the continuous development of electrical sensors and sensor networks, the security of the electrical perception data remains a significant concern. This paper establishes a security hierarchical architecture for electrical sensor networks using the analytic hierarchy process (AHP). Subsequently, a security risk assessment method for electrical sensor networks is developed as a multi-classification model using the entropy optimization algorithm (EOA) and support vector machine (SVM). Finally, the efficacy of the proposed method is confirmed through simulation.

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Publication Details

Published
2024-08-21
DOI
https://doi.org/10.1109/icicn62625.2024.10761148
Primary Topic
Technology and Security Systems
Type
article
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article

EOA-SVM Based Security Risk Assessment Method for Electrical Sensors and Sensor Networks

Qi Li, Cui Limin, Chunyan An, Luo Ruixue
Technology and Security Systems
article

EOA-SVM Based Security Risk Assessment Method for Electrical Sensors and Sensor Networks

Qi Li, Cui Limin, Chunyan An, Luo Ruixue
article en

Abstract

With the continuous development of electrical sensors and sensor networks, the security of the electrical perception data remains a significant concern. This paper establishes a security hierarchical architecture for electrical sensor networks using the analytic hierarchy process (AHP). Subsequently, a security risk assessment method for electrical sensor networks is developed as a multi-classification model using the entropy optimization algorithm (EOA) and support vector machine (SVM). Finally, the efficacy of the proposed method is confirmed through simulation.

State Grid Corporation of China (China) (CN), Beijing University of Technology (CN)
Affordable and clean energy
Openalex Percentile: Top 66%
Technology and Security Systems
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