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首页> 外文期刊>Journal of physics, A. Mathematical and theoretical >Vulnerability of complex networks under intentional attack with incomplete information
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Vulnerability of complex networks under intentional attack with incomplete information

机译:信息不完整的故意攻击下的复杂网络漏洞

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We study the vulnerability of complex networks under intentional attack with incomplete information, which means that one can only preferentially attack the most important nodes among a local region of a network. The known random failure and the intentional attack are two extreme cases of our study. Using the generating function method, we derive the exact value of the critical removal fraction fc of nodes for the disintegration of networks and the size of the giant component. To validate our model and method, we perform simulations of intentional attack with incomplete information in scale-free networks. We show that the attack information has an important effect on the vulnerability of scale-free networks. We also demonstrate that hiding a fraction of the nodes information is a cost-efficient strategy for enhancing the robustness of complex networks.
机译:我们研究了不完整信息在有意攻击下的复杂网络的脆弱性,这意味着人们只能优先攻击网络本地区域中最重要的节点。已知的随机故障和故意攻击是我们研究的两个极端情况。使用生成函数方法,我们得出节点的临界去除率fc的精确值,用于网络的分解和巨型组件的大小。为了验证我们的模型和方法,我们在无标度网络中执行了具有不完整信息的故意攻击的模拟。我们表明,攻击信息对无标度网络的脆弱性具有重要影响。我们还证明,隐藏一小部分节点信息是增强复杂网络的鲁棒性的一种经济高效的策略。

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