Wireless Sensor Networks Security Enhancement Approach Based on Single Path Secure Routing Algorithm

Authors

  • Xiaoyan Luo Academic Affairs Office, Hunan University of Arts and Science, Changde, 415000, China

DOI:

https://doi.org/10.13052/jcsm2245-1439.13512

Keywords:

Wireless sensors, Network security, Single path secure routing, Key pre-distribution

Abstract

To improve the security of wireless sensor networks, the experiment proposes a network security improvement method based on multi-objective ant colony optimization and single-path secure routing protocol. First, LEAP is used to improve the single-path secure routing algorithm to enhance the security of data during transmission; then, a multi-objective ant colony optimization algorithm is introduced to find the optimal network parameter path. The detection accuracy shows that when the time reaches 62.23 ms, the method proposed in the study has a maximum detection accuracy of 99.89%; at this time, the detection accuracy of the other three schemes is significantly less than 95.00%. When the system running time is 57.41 ms, the detection accuracy of wormhole attacks by this method begins to reach a stable state, and the detection accuracy has been infinitely close to 100% in the future. This method is applied to the Internet of Vehicles and the Enterprise Office Network respectively. When the number of intrusion nodes is 1,780 and 2,000 respectively, external intrusion can damage the key space and steal secrets. The above results show that the proposed method can not only improve network security and ensure energy efficiency, but also optimize network performance.

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Author Biography

Xiaoyan Luo, Academic Affairs Office, Hunan University of Arts and Science, Changde, 415000, China

Xiaoyan Luo received her Bachelor’s degree from Hunan Normal University majoring in Computer Science and Technology (2005), her Master’s degree from Hunan University majoring in Computer Application Technology (2010), and her Doctoral degree from the Philippines Christian University majoring in Curriculum and Instruction (2023). At present, she holds the position of Deputy Director in the Academic Affairs Office of Hunan University of Arts and Sciences and is engaged in teaching courses such as “University Computer Fundamentals” and “C Language Programming”. She has presided over several provincial and ministerial level projects and published articles in several well-known journals, and her research areas include image processing, information security and curriculum pedagogy.

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Published

2024-09-03

How to Cite

1.
Luo X. Wireless Sensor Networks Security Enhancement Approach Based on Single Path Secure Routing Algorithm. JCSANDM [Internet]. 2024 Sep. 3 [cited 2024 Nov. 18];13(05):1085-104. Available from: https://journals.riverpublishers.com/index.php/JCSANDM/article/view/24629

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Articles