Research of worm-propagation prediction based on stochastic experiment
The prediction of the worm propagation is the basis of the worm defense.It is becoming more difficult to model the propagation of worms in the early stage of worm-spreading,because the worm strategies are smarter and the Internet structure is more complicated than ever before.In present study,a stoc...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2007-01-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/74655687/ |
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| _version_ | 1841537471834226688 |
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| author | LIU Ting1 ZHENG Qin-hua1 GUAN Xiao-hong1 QU Yu1 WANG Na1 |
| author_facet | LIU Ting1 ZHENG Qin-hua1 GUAN Xiao-hong1 QU Yu1 WANG Na1 |
| author_sort | LIU Ting1 |
| collection | DOAJ |
| description | The prediction of the worm propagation is the basis of the worm defense.It is becoming more difficult to model the propagation of worms in the early stage of worm-spreading,because the worm strategies are smarter and the Internet structure is more complicated than ever before.In present study,a stochastic simulator was designed to simulate the propagation of worms.From the analysis of 1000 groups of experiment results,it was proved that the worm-propagation is a stochastic process,and the correlation coefficient between each group of results is close to 1.Therefore,a new prediction method was proposed,which could accurately calculate the propagation of worm when 0.1% of all vulnerable hosts were infected. |
| format | Article |
| id | doaj-art-908755a00a1948749bea089350a18251 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2007-01-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-908755a00a1948749bea089350a182512025-01-14T08:35:05ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2007-01-01727774655687Research of worm-propagation prediction based on stochastic experimentLIU Ting1ZHENG Qin-hua1GUAN Xiao-hong1QU Yu1WANG Na1The prediction of the worm propagation is the basis of the worm defense.It is becoming more difficult to model the propagation of worms in the early stage of worm-spreading,because the worm strategies are smarter and the Internet structure is more complicated than ever before.In present study,a stochastic simulator was designed to simulate the propagation of worms.From the analysis of 1000 groups of experiment results,it was proved that the worm-propagation is a stochastic process,and the correlation coefficient between each group of results is close to 1.Therefore,a new prediction method was proposed,which could accurately calculate the propagation of worm when 0.1% of all vulnerable hosts were infected.http://www.joconline.com.cn/zh/article/74655687/wormworm-propagation predictionstochastic process |
| spellingShingle | LIU Ting1 ZHENG Qin-hua1 GUAN Xiao-hong1 QU Yu1 WANG Na1 Research of worm-propagation prediction based on stochastic experiment Tongxin xuebao worm worm-propagation prediction stochastic process |
| title | Research of worm-propagation prediction based on stochastic experiment |
| title_full | Research of worm-propagation prediction based on stochastic experiment |
| title_fullStr | Research of worm-propagation prediction based on stochastic experiment |
| title_full_unstemmed | Research of worm-propagation prediction based on stochastic experiment |
| title_short | Research of worm-propagation prediction based on stochastic experiment |
| title_sort | research of worm propagation prediction based on stochastic experiment |
| topic | worm worm-propagation prediction stochastic process |
| url | http://www.joconline.com.cn/zh/article/74655687/ |
| work_keys_str_mv | AT liuting1 researchofwormpropagationpredictionbasedonstochasticexperiment AT zhengqinhua1 researchofwormpropagationpredictionbasedonstochasticexperiment AT guanxiaohong1 researchofwormpropagationpredictionbasedonstochasticexperiment AT quyu1 researchofwormpropagationpredictionbasedonstochasticexperiment AT wangna1 researchofwormpropagationpredictionbasedonstochasticexperiment |