The impact of countermeasure propagation. on the prevalence of computer viruses

被引:67
|
作者
Chen, LC [1 ]
Carley, KM
机构
[1] Carnegie Mellon Univ, Dept Engn & Publ Policy, Pittsburgh, PA 15213 USA
[2] Carnegie Mellon Univ, Inst Software Res Int, Dept Engn & Publ Policy, Pittsburgh, PA 15213 USA
基金
美国安德鲁·梅隆基金会;
关键词
computational modeling; computer security; computer virus; netwrok topology; simulation;
D O I
10.1109/TSMCB.2003.817098
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Countermeasures such as software patches or warnings can be effective in helping organizations avert virus infection problems. However, current strategies for disseminating such countermeasures have limited their effectiveness. We propose a new approach, called the Countermeasure Competing (CMC) strategy, and use computer simulation to formally compare its relative effectiveness with three antivirus strategies currently under consideration. CMC is based on the idea that computer viruses and countermeasures spread through two separate but interlinked complex networks-the virus-spreading network and the countermeasure-propagation network, in which a countermeasure acts as a competing species against the computer virus. Our results show that CMC is more effective than other strategies based on the empirical virus data. The proposed CMC reduces the size of virus infection significantly when the countermeasure-propagation network has properties that favor countermeasures over viruses, or when the countermeasure-propagation rate is higher than the virus-spreading rate. In addition, our work reveals that CMC can be flexibly adapted to different uncertainties in the real world, enabling it to be tuned,to a greater variety of situations than other strategies.
引用
收藏
页码:823 / 833
页数:11
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