Sinkhole Attack Defense Strategy Integrating SPA and Jaya Algorithms in Wireless Sensor Networks
A sinkhole attack is characterized by low difficulty to launch, high destructive power, and difficulty to detect and defend. It is a common attack mode for wireless sensor networks. This paper proposes a sinkhole attack detection and defense strategy integrating SPA and Jaya algorithms in wireless s...
| প্রধান লেখক: | , , , , |
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| বিন্যাস: | প্রবন্ধ |
| ভাষা: | English |
| প্রকাশিত: |
MDPI AG
2023-12-01
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| মালা: | Sensors |
| বিষয়গুলি: | |
| অনলাইন ব্যবহার করুন: | https://www.mdpi.com/1424-8220/23/24/9709 |
| _version_ | 1827573545395290112 |
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| author | Zhijun Teng Mingzhe Li Libo Yu Jinliang Gu Meng Li |
| author_facet | Zhijun Teng Mingzhe Li Libo Yu Jinliang Gu Meng Li |
| author_sort | Zhijun Teng |
| collection | DOAJ |
| description | A sinkhole attack is characterized by low difficulty to launch, high destructive power, and difficulty to detect and defend. It is a common attack mode for wireless sensor networks. This paper proposes a sinkhole attack detection and defense strategy integrating SPA and Jaya algorithms in wireless sensor networks (WSNs). Then, combined with the SPA trust model, the trust values of suspicious nodes were calculated, and the attack nodes were detected. The Jaya algorithm was adopted to avoid the attacked area so that nodes can find the route to communicate with the real Sink, and attack nodes are isolated in the network to improve the capabilities of network directional defense. The simulation results show that the improved detection algorithm can effectively detect malicious nodes in the network, and the defense strategy implemented in the attacked area can improve the packet delivery rate, reduce network delay and energy consumption, and improve the security and reliability of wireless sensor networks. |
| first_indexed | 2024-03-08T20:22:46Z |
| format | Article |
| id | doaj.art-1dad2d6614c74f1a958d435cf0882e89 |
| institution | Directory Open Access Journal |
| issn | 1424-8220 |
| language | English |
| last_indexed | 2024-03-08T20:22:46Z |
| publishDate | 2023-12-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Sensors |
| spelling | doaj.art-1dad2d6614c74f1a958d435cf0882e892023-12-22T14:40:19ZengMDPI AGSensors1424-82202023-12-012324970910.3390/s23249709Sinkhole Attack Defense Strategy Integrating SPA and Jaya Algorithms in Wireless Sensor NetworksZhijun Teng0Mingzhe Li1Libo Yu2Jinliang Gu3Meng Li4Modern Power System Simulation Control and Green Energy New Technology Key Laboratory of the Ministry of Education, School of Electrical Engineering, Northeast Electric Power University, Jilin 132012, ChinaSchool of Electrical Engineering, Northeast Electric Power University, Jilin 132012, ChinaSchool of Electrical Engineering, Northeast Electric Power University, Jilin 132012, ChinaSchool of Electrical Engineering, Northeast Electric Power University, Jilin 132012, ChinaSchool of Electrical Engineering, Northeast Electric Power University, Jilin 132012, ChinaA sinkhole attack is characterized by low difficulty to launch, high destructive power, and difficulty to detect and defend. It is a common attack mode for wireless sensor networks. This paper proposes a sinkhole attack detection and defense strategy integrating SPA and Jaya algorithms in wireless sensor networks (WSNs). Then, combined with the SPA trust model, the trust values of suspicious nodes were calculated, and the attack nodes were detected. The Jaya algorithm was adopted to avoid the attacked area so that nodes can find the route to communicate with the real Sink, and attack nodes are isolated in the network to improve the capabilities of network directional defense. The simulation results show that the improved detection algorithm can effectively detect malicious nodes in the network, and the defense strategy implemented in the attacked area can improve the packet delivery rate, reduce network delay and energy consumption, and improve the security and reliability of wireless sensor networks.https://www.mdpi.com/1424-8220/23/24/9709wireless sensor networkset pair analysisJaya algorithmsinkhole attackdefense |
| spellingShingle | Zhijun Teng Mingzhe Li Libo Yu Jinliang Gu Meng Li Sinkhole Attack Defense Strategy Integrating SPA and Jaya Algorithms in Wireless Sensor Networks Sensors wireless sensor network set pair analysis Jaya algorithm sinkhole attack defense |
| title | Sinkhole Attack Defense Strategy Integrating SPA and Jaya Algorithms in Wireless Sensor Networks |
| title_full | Sinkhole Attack Defense Strategy Integrating SPA and Jaya Algorithms in Wireless Sensor Networks |
| title_fullStr | Sinkhole Attack Defense Strategy Integrating SPA and Jaya Algorithms in Wireless Sensor Networks |
| title_full_unstemmed | Sinkhole Attack Defense Strategy Integrating SPA and Jaya Algorithms in Wireless Sensor Networks |
| title_short | Sinkhole Attack Defense Strategy Integrating SPA and Jaya Algorithms in Wireless Sensor Networks |
| title_sort | sinkhole attack defense strategy integrating spa and jaya algorithms in wireless sensor networks |
| topic | wireless sensor network set pair analysis Jaya algorithm sinkhole attack defense |
| url | https://www.mdpi.com/1424-8220/23/24/9709 |
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