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Spatially localized attacks on interdependent networks: the existence of a finite critical attack size

机译:对相互依赖网络的空间局部攻击:存在   有限的临界攻击大小

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摘要

Many real world complex systems such as infrastructure, communication andtransportation networks are embedded in space, where entities of one system maydepend on entities of other systems. These systems are subject togeographically localized failures due to malicious attacks or naturaldisasters. Here we study the resilience of a system composed of twointerdependent spatially embedded networks to localized geographical attacks.We find that if an attack is larger than a finite (zero fraction of the system)critical size, it will spread through the entire system and lead to itscomplete collapse. If the attack is below the critical size, it will remainlocalized. In contrast, under random attack a finite fraction of the systemneeds to be removed to initiate system collapse. We present both numericalsimulations and a theoretical approach to analyze and predict the effect oflocal attacks and the critical attack size. Our results demonstrate the highrisk of local attacks on interdependent spatially embedded infrastructures andcan be useful for designing more resilient systems.
机译:许多现实世界中复杂的系统(例如基础结构,通信和运输网络)都嵌入在空间中,其中一个系统的实体可能依赖于其他系统的实体。这些系统会由于恶意攻击或自然灾害而在地理上发生局部故障。在这里,我们研究了由两个相互依赖的空间嵌入式网络组成的系统对局部地理攻击的恢复力,我们发现,如果攻击的规模大于有限的临界规模(系统的零分数),那么它将在整个系统中传播并导致其完全崩溃。如果攻击低于临界大小,它将保持本地化。相反,在随机攻击下,需要删除系统的有限部分以启动系统崩溃。我们同时提供了数值模拟和理论方法,以分析和预测局部攻击的影响和临界攻击规模。我们的结果表明,对相互依赖的空间嵌入式基础结构进行本地攻击的风险很高,对于设计更具弹性的系统可能很有用。

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