Vulnerability Analysis of Complex Network Important Nodes Based on Multi-attribute

Abstract

∗ In order to predict the fragile nodes in complex networks more accurately, an important node mining method on the basis of multi-attributes is presented in the article. This method is suitable for both directed and undirected simple graph with no self-loops. The experiments based on ARPA-Net data show that the proposed method has better predictive ability on finding important nodes which can be applied to vulnerability analysis of complex network.