基于多目标优化,为域间路由系统生成损害策略的方法
Wendian Zhao1, Yu Wang1, Liang Liang1
1Chinese People's Liberation Army 63893 Troops, Luoyang 471000, China.
Mathematical biosciences and engineering : MBE
|June 16, 2023
概括
研究人员开发了一种新的算法 (PMT),以找到最佳的攻击节点组,以破坏互联网路由系统. 这种方法考虑了攻击成本,并与现有方法相比改善了策略生成.
科学领域:
- 计算机科学 计算机科学
- 网络安全 网络安全
- 优化理论 优化理论
背景情况:
- 域间路由系统是关键的互联网基础设施,容易发生中断.
- 之前对损害策略的研究往往忽视了攻击成本和优化效率.
- 了解攻击者的行为是开发强大的防御机制的关键.
研究的目的:
- 为域间路由系统设计一种用于生成有效损害策略的算法.
- 解决关于攻击成本定义和优化现有研究的局限性.
- 改进最佳攻击节点组的选择.
主要方法:
- 开发了一个多目标优化算法 (PMT) 用于损害策略生成.
- 将问题转化为双重目标的优化任务.
- 基于非线性程度的定义攻击成本.
- 拟议的网络分区用于初始化和分区搜索以替换节点.
主要成果:
- 与现有的五种算法相比,PMT算法表现出更高的有效性和准确性.
- 实验结果验证了用于生成损害策略的拟议方法.
- 新方法提供了对攻击成本的更现实的考虑.
结论:
- 在域间路由系统中,PMT算法为优化攻击节点组选择提供了有效的解决方案.
- 该研究强调了将攻击成本纳入损害策略开发中的重要性.
- PMT为网络安全分析提供了更准确,更有效的方法.
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