Internet worm propagation model based on Markov chain
A stochastic model of Internet worms is presented.Firstly,the propagation of worms is modeled based on Markov chain.The limit distribution and invariant distribution of the model is discussed.Then,necessary and sufficient conditions of the worm propagation in the initial stage and sufficient conditi...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2015-05-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2015111/ |
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| _version_ | 1841539672321294336 |
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| author | HOUHan-xun Z UOWei G IUJian L IADa-yu J |
| author_facet | HOUHan-xun Z UOWei G IUJian L IADa-yu J |
| author_sort | HOUHan-xun Z |
| collection | DOAJ |
| description | A stochastic model of Internet worms is presented.Firstly,the propagation of worms is modeled based on Markov chain.The limit distribution and invariant distribution of the model is discussed.Then,necessary and sufficient conditions of the worm propagation in the initial stage and sufficient conditions of the worm propagation in the late stage are discussed.Finally,the scale of the worm propagation is discussed.The simulation validates the model.And the effect of propagation,time and vulnerable host parameter on the spread of worms is discussed.Furthermore,it is compared to the G-W model,and the advantage of it is illustrated. |
| format | Article |
| id | doaj-art-9782a6d6698d4cd9b29c036b9a8eb3fc |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2015-05-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-9782a6d6698d4cd9b29c036b9a8eb3fc2025-01-14T06:46:20ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2015-05-0136667159692917Internet worm propagation model based on Markov chainHOUHan-xun ZUOWei GIUJian LIADa-yu JA stochastic model of Internet worms is presented.Firstly,the propagation of worms is modeled based on Markov chain.The limit distribution and invariant distribution of the model is discussed.Then,necessary and sufficient conditions of the worm propagation in the initial stage and sufficient conditions of the worm propagation in the late stage are discussed.Finally,the scale of the worm propagation is discussed.The simulation validates the model.And the effect of propagation,time and vulnerable host parameter on the spread of worms is discussed.Furthermore,it is compared to the G-W model,and the advantage of it is illustrated.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2015111/network securitywormMarkov chainstochastic model of Internet worms |
| spellingShingle | HOUHan-xun Z UOWei G IUJian L IADa-yu J Internet worm propagation model based on Markov chain Tongxin xuebao network security worm Markov chain stochastic model of Internet worms |
| title | Internet worm propagation model based on Markov chain |
| title_full | Internet worm propagation model based on Markov chain |
| title_fullStr | Internet worm propagation model based on Markov chain |
| title_full_unstemmed | Internet worm propagation model based on Markov chain |
| title_short | Internet worm propagation model based on Markov chain |
| title_sort | internet worm propagation model based on markov chain |
| topic | network security worm Markov chain stochastic model of Internet worms |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2015111/ |
| work_keys_str_mv | AT houhanxunz internetwormpropagationmodelbasedonmarkovchain AT uoweig internetwormpropagationmodelbasedonmarkovchain AT iujianl internetwormpropagationmodelbasedonmarkovchain AT iadayuj internetwormpropagationmodelbasedonmarkovchain |