安全的生物灵感优化与入侵意识的按需路由在MANETs
1Department of Information Technology, Excel Engineering College, Komarapalayam, Namakkal, Tamil Nadu, 637303, India. heysshna@gmail.com.
Scientific reports
|July 13, 2025
概括
本研究介绍了一种新的安全生物启发优化 (Sec-BIO) 方法,用于移动特设网络 (MANET). Sec-BIO通过使用信任值和生物灵感算法来提高安全路由的安全性和效率,优于现有的方法.
科学领域:
- 计算机科学 计算机科学
- 网络安全 网络安全
- 人工智能的人工智能
背景情况:
- 移动临时网络 (MANET) 是分散的,容易受到安全威胁.
- 现有的安全解决方案往往消耗大量的能量和资源.
- 在MANET中确保强大的安全性仍然是一个关键的挑战.
研究的目的:
- 提出一种新的安全生物启发优化 (Sec-BIO) 方法论,用于MANET中的安全和节能路由.
- 通过生物灵感优化和强大的安全措施来增强Ad-hoc按需距离向量路由 (AODV) 协议.
- 解决MANET中安全性和资源消耗之间的权衡问题.
主要方法:
- 这种Sec-BIO方法将大象群群优化与AODV协议集成在一起.
- 路线选择优先考虑信任价值 (TV) 和能源效率.
- 节点认证使用数字签名算法 (DSA-Auth),数据加密使用圆曲线加密 (ECC).
- K-means 聚类用于在接收器上对正常和入侵数据包进行分类.
主要成果:
- 使用Sec-BIO方法,通过100个节点实现了90%的数据包交付比率 (PDR).
- 显示了端到端延迟的显著减少,达到90ms.
- 与现有方法相比,显示了较低的能量消耗,测量为1390 J.
结论:
- 拟议的Sec-BIO方法提供了一种优越的方法来确保MANET中的路由.
- Sec-BIO有效地平衡了高安全性与提高能源效率和性能.
- 这种方法为提高分散网络的安全性和可靠性提供了一个有希望的解决方案.
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