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作者:

Gao, Chao (Gao, Chao.) | Liu, Jiming (Liu, Jiming.) (学者:刘际明) | Zhong, Ning (Zhong, Ning.)

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摘要:

Network immunization strategies have emerged as possible solutions to the challenges of virus propagation. In this paper, an existing interactive model is introduced and then improved in order to better characterize the way a virus spreads in email networks with different topologies. The model is used to demonstrate the effects of a number of key factors, notably nodes' degree and betweenness. Experiments are then performed to examine how the structure of a network and human dynamics affects virus propagation. The experimental results have revealed that a virus spreads in two distinct phases and shown that the most efficient immunization strategy is the node-betweenness strategy. Moreover, those results have also explained why old virus can survive in networks nowadays from the aspects of human dynamics.

关键词:

Enron Human dynamics Virus propagation Immunization strategies Email networks

作者机构:

  • [ 1 ] [Liu, Jiming]Hong Kong Baptist Univ, Dept Comp Sci, Kowloon Tong, Hong Kong, Peoples R China
  • [ 2 ] [Gao, Chao]Beijing Univ Technol, Int WIC Inst, Beijing 100124, Peoples R China
  • [ 3 ] [Liu, Jiming]Beijing Univ Technol, Int WIC Inst, Beijing 100124, Peoples R China
  • [ 4 ] [Zhong, Ning]Beijing Univ Technol, Int WIC Inst, Beijing 100124, Peoples R China
  • [ 5 ] [Gao, Chao]Beijing Key Lab Multimedia & Intelligent Software, Beijing 100124, Peoples R China
  • [ 6 ] [Zhong, Ning]Maebashi Inst Technol, Dept Life Sci & Informat, Maebashi, Gunma, Japan

通讯作者信息:

  • 刘际明

    [Liu, Jiming]Hong Kong Baptist Univ, Dept Comp Sci, Kowloon Tong, Hong Kong, Peoples R China

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来源 :

KNOWLEDGE AND INFORMATION SYSTEMS

ISSN: 0219-1377

年份: 2011

期: 2

卷: 27

页码: 253-279

2 . 7 0 0

JCR@2022

ESI学科: COMPUTER SCIENCE;

JCR分区:1

中科院分区:2

被引次数:

WoS核心集被引频次: 58

SCOPUS被引频次: 79

ESI高被引论文在榜: 0 展开所有

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