期刊文献+

计算机网络病毒传播的概率模型 被引量:2

Modeling Computer Virus Spreading over Network
在线阅读 下载PDF
导出
摘要 计算机网络病毒在全球范围迅速蔓延,在对普通用户造成危害的同时也使全球特别是亚洲地区的因特网主干网一度瘫痪。文章主要针对网络病毒的传播机制进行研究,希望找出一种能够计算病毒传播的时间的数学期望的算法。文中根据病毒在网络上随机传播的各种特性分别进行数学建模,通过比较分析不同方法的利弊,最终找到一种相对准确的算法用以计算出:在某种给定的网络拓扑结构中,某一个节点被感染后,另外一个节点被感染的时间的数学期望值。但是由于该算法计算复杂性较高,故笔者提出相应的优化方法。 Computer viruses are now spreading quickly over the Internet worldwide,which are extremely harmful not only to common users but also to the network infrastructure.This disquisition is focusing on the mechanism of virus spreading,giving a discussion and research to algorithms which can calculate the expectation of the spreading time.By comparing the algorithms provided,one is finally considered to be accurate, which can calculate the expectation ofthe spreading time starting from the time that one node is infected to the timethat another specific node is infected in a given topology of a network.Since the algorithm is of a bit high complexity,several ways of optimizing the process is provided in the end of this disquisition.
出处 《微机发展》 2004年第12期59-61,64,共4页 Microcomputer Development
关键词 计算机网络 计算机病毒 概率 数学期望 算法 优化 computer network computer virus probability expect graph algorithm optimization
  • 相关文献

参考文献2

  • 1Calvert K,Doar M, Zegura E W. Modeling Internet topology.IEEE Communications Magazine[ J/OL]. http://citeseer. ist.psu. edu/calvert97modeling. html, 1997.
  • 2Cormen T H,Leiserson C E,Rivest R L,et al. Introduction to Algorithms(Second Edition)[M]. [s. l. ]: The MIT Press,2001.

同被引文献12

  • 1丁雪枫,马良,丁雪松.通用有效的动态系统网络病毒传播模型方法研究[J].计算机应用研究,2009,26(2):696-698. 被引量:2
  • 2BILLINGS L, SPEARS W M, SCHWARTZ I B. A unified prediction of computer virus spread in connected networks [ J ]. Physics Letter A, 2002,297 ( 04 ) : 261-266.
  • 3WIERMAN J C, MARCHETTE D J. Modeling computer virus prevalence with a susceptible-infected-susceptible model with reintroduction [ J ]. Computational Statistics and Data Analysis, 2004,45 (01) : 3-23.
  • 4MISHRA B K, SAINI D. Mathematical models on computer viruses [J]. Applied Mathematics and Computation, 2007,187 ( 02 ) : 929-936.
  • 5HAN Xie,TAN Qiulin. Dynamical behavior of computer virus on Internet[ J]. Applied Mathematics and Computation, 2010,217 ( 06 ) : 2 520-2 526.
  • 6PIQUEIRA J R C, ARAUJO V O. A modified epidemiological model for computer viruses [J]. Applied Mathematics and Computation, 2009,213(02) :355-360.
  • 7PIQUEIRA J R C, NAVARRO B F. Epidemiological Models Applied to Viruses in Computer Networks [ J ]. Journal of Computer Science, 2005,1 ( 1 ) :31-34.
  • 8天津市电力公司.适应保护配置的全站双星型GOOSE网络系统:中国,200920097867[P].2010-07-07.
  • 9MAKHLOUF A, GILG M, LORENZ P. Fairness in Double Star Ad Hoe Networks[ A]//2009 Fifth International Conference on Networ- king and Services [C]. Valencia : IEEE Computer Society, 2009 : 107- 111.
  • 10SULI E, MAYERS D F. An Introduction to Numerical Analysis[ M ]. United Kingdom:Cambridge University Press,2003.

引证文献2

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部