在有针对性的攻击下,相互依赖的网络的恢复战略
1318 Liuhe Road, Xihu District, Hangzhou, Zhejiang University of Science and Technology, School of Science, China.
Heliyon
|September 24, 2024
概括
本研究提出了一项新的恢复策略,以确定面临有针对性的攻击的相互依存系统的最佳修复资源. 该方法通过战略性地恢复与关键网络组件相邻的节点来增强系统的弹性.
科学领域:
- 网络科学 网络科学
- 系统弹性 系统弹性
- 网络安全 网络安全
背景情况:
- 相互依赖的系统容易受到有针对性的攻击,导致级联失败.
- 预储修复资源是一种常见的缓解策略,但最佳数量尚不清楚.
- 现有的恢复策略往往忽视了故障和恢复干预之间的动态相互作用.
研究的目的:
- 引入一种新的恢复策略,以指导在相互依存的系统中预先存储修复资源.
- 为应对针对性攻击场景确定适当数量的修复资源的挑战.
主要方法:
- 拟议的战略侧重于在每个恢复阶段恢复特定的失败节点及其依赖节点.
- 恢复目标是每个网络中与最大连接组件相邻的节点.
- 使用模拟来评估该战略在防止系统故障方面的有效性.
主要成果:
- 新的恢复策略显著提高了在针对性攻击下相互依赖的网络中防止系统故障的能力.
- 该战略有效地提高了关键基础设施网络的弹性,包括电网和通信系统.
- 模拟结果验证了该策略在缓解级联故障方面的有效性.
结论:
- 拟议的战略为优化维修资源的预储存提供了有价值的参考.
- 确定必要的恢复步骤和所需的资源可以提高系统对有针对性的攻击的稳定性.
- 该战略适用于对关键基础设施至关重要的真实世界的相互依存网络.
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