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沉洞攻击防御策略 集成SPA和Jaya算法在无线传感器网络中
Zhijun Teng1,2, Mingzhe Li2, Libo Yu2
1Modern 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, China.
Sensors (Basel, Switzerland)
|December 23, 2023
概括
本研究介绍了一种新策略,用于检测和防御无线传感器网络 (WSN) 中的漏洞攻击. 该方法有效地识别恶意节点,并改善网络性能和安全性.
科学领域:
- 计算机科学 计算机科学
- 网络安全 网络安全
- 无线传感器网络 无线传感器网络
背景情况:
- 漏洞攻击对无线传感器网络 (WSN) 构成重大威胁,因为它们易于执行和高影响.
- 这些攻击难以检测和防御,损害网络完整性和数据传输.
研究的目的:
- 提出一项综合战略,用于检测和防御WSN中的陷攻击.
- 增强WSN对恶意节点活动的安全性,可靠性和效率.
主要方法:
- 一个新的检测和防御策略,结合了Sine Cosine算法 (SPA) 和Jaya优化算法.
- 使用SPA信任模型计算可疑节点的信任值,并识别攻击节点.
- 采用Jaya算法将网络流量从受影响的区域重定向,并隔离恶意节点.
主要成果:
- 拟议的算法可以有效地检测WSN中的恶意节点.
- 防御策略显著提高了数据包交付速度.
- 观察到网络延迟和能源消耗减少,提高了整体网络性能.
结论:
- 集成的SPA和Jaya算法方法为WSN中沉坑攻击检测和防御提供了有效的解决方案.
- 该战略提高了网络安全,可靠性和运营效率,解决了关键的漏洞.
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