Optimizing network attacks by artificial bee colony.

Information Sciences(2017)

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摘要
Over the past few years, the task of conceiving effective attacks to complex networks has arisen as an optimization problem. Attacks are modelled as the process of removing a number k of vertices, from the graph that represents the network, and the goal is to maximise or minimise the value of a predefined metric over the graph. In this work, we present an optimization problem that concerns the selection of nodes to be removed to minimise the maximum betweenness centrality value of the residual graph. This metric evaluates the participation of the nodes in the communications through the shortest paths of the network.
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关键词
Artificial bee colony,Betweenness centrality,Network attacks,Combinatorial optimization
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