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  • 标题:A HUMAN-ORIENTED VIRUS PROPAGATION MODEL IN EMAIL NETWORKS
  • 本地全文:下载
  • 作者:XIANGHUA LI ; CHAO GAO
  • 期刊名称:Journal of Theoretical and Applied Information Technology
  • 印刷版ISSN:1992-8645
  • 电子版ISSN:1817-3195
  • 出版年度:2013
  • 卷号:48
  • 期号:3
  • 出版社:Journal of Theoretical and Applied
  • 摘要:

    Our world is currently threatened by digital viruses, such as email viruses and mobile viruses. These viruses are mainly activated by users� operations. Therefore, it�s important for us to understand the pattern of user�s operational behaviors and estimate the effect of such behaviors on virus propagation. This paper first reveals the statistical characteristics of human behaviors, especially the email-checking intervals of the same user based on the Enron email dataset. After that, we analyze the effect of human operational behaviors and network topologies on virus propagation in a human-oriented virus propagation model. The empirical results from real dataset show that the waiting intervals of each user to check mailbox follow a long-tail distribution. Combining this finding, our experiments accurately describe the process of email-virus propagation. The results show that viruses can fast spread in a network if the email-checking intervals follow a long-tail distribution with a higher power-law exponent. Meanwhile, our results find that the infected nodes with the highest-degree may speed up the virus propagation through analyzing the effects of network structure on virus propagation.

  • 关键词:Human Dynamics; Waiting Intervals; Virus Propagation
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