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无标度网络因级联故障导致的攻击脆弱性。

Attack vulnerability of scale-free networks due to cascading breakdown.

作者信息

Zhao Liang, Park Kwangho, Lai Ying-Cheng

机构信息

Department of Mathematics and Statistics, Arizona State University, Tempe, Arizona 85287, USA.

出版信息

Phys Rev E Stat Nonlin Soft Matter Phys. 2004 Sep;70(3 Pt 2):035101. doi: 10.1103/PhysRevE.70.035101. Epub 2004 Sep 3.

Abstract

The possibility that a complex network can be brought down by attack on a single or a very few nodes through the process of cascading failures is of significant concern. Here we investigate a recent model for cascading failures in complex networks and uncover a phase-transition phenomenon in terms of the key parameter characterizing the node capacity. For parameter value below the phase-transition point, cascading failures can cause the network to disintegrate almost entirely. We obtain a theoretical estimate for the phase-transition point and provide numerical support.

摘要

复杂网络有可能因级联故障过程中对单个或极少数节点的攻击而崩溃,这是一个备受关注的问题。在此,我们研究了一种最近提出的复杂网络级联故障模型,并根据表征节点容量的关键参数揭示了一种相变现象。对于低于相变点的参数值,级联故障可能导致网络几乎完全瓦解。我们获得了相变点的理论估计值并提供了数值支持。

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