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首页> 外文期刊>Journal of physics, A. Mathematical and theoretical >Tolerance of local information-based intentional attacks in complex networks
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Tolerance of local information-based intentional attacks in complex networks

机译:复杂网络中基于本地信息的故意攻击的容忍度

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摘要

In this paper, we study the tolerance of complex networks against an intentional attack which takes down network nodes in a decreasing order of their degrees. Specifically, we evaluate an effect which has been largely ignored in the existing studies: in many real-life systems such as communication networks, attacks typically propagate throughout the networks from compromised nodes to their adjacent nodes, utilizing at most local network-topology information. By theoretical analysis and numerical simulations, we show that though different local information-based attacks have different performances, generally speaking, they can be highly efficient. Such insight shall be helpful for the future developments of efficient network attack and protection schemes.
机译:在本文中,我们研究了复杂网络对有意攻击的容忍度,该故意攻击会破坏网络节点,并降低其程度。具体来说,我们评估一种在现有研究中被忽略的效果:在许多现实生活的系统(如通信网络)中,攻击通常会利用最多的本地网络拓扑信息在整个网络中从受感染的节点传播到其相邻节点。通过理论分析和数值模拟,我们表明,尽管不同的基于本地信息的攻击具有不同的性能,但总的来说它们可以非常高效。这种洞察力将有助于有效的网络攻击和保护方案的未来发展。

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