Markov game modeling of mimic defense and defense strategy determination
Network mimic defense technology enhances the robustness of active defense through the redundancy,dynamic and diversity as well as the decision feedback mechanism.However,little work has been done for its security assessment and existing classic game models are not suitable for its dynamic character...
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2018-10-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2018223/ |
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| _version_ | 1841539468213878784 |
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| author | Xingming ZHANG Zeyu GU Shuai WEI Jianliang SHEN |
| author_facet | Xingming ZHANG Zeyu GU Shuai WEI Jianliang SHEN |
| author_sort | Xingming ZHANG |
| collection | DOAJ |
| description | Network mimic defense technology enhances the robustness of active defense through the redundancy,dynamic and diversity as well as the decision feedback mechanism.However,little work has been done for its security assessment and existing classic game models are not suitable for its dynamic characteristics and lack of universality.A Markov game model was proposed to analyze the transfer relationship between offensive and defensive status and the measurement method of safety and reliability of mimic defense,and calculated the offensive and defensive game equilibrium through non-linear programming algorithm to determine the best defensive strategy considering performance.Experiments give a comparison with the multi-target hiding technique and shows that the mimic defense has a higher defensive effect.Combining with the specific network case,the specific attack and defense path for the exploit of the system vulnerability is given and the effectiveness of the defense strategy algorithm is verified. |
| format | Article |
| id | doaj-art-ee6c0930e12d4a1f800a8bdfe9d4e2d7 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2018-10-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-ee6c0930e12d4a1f800a8bdfe9d4e2d72025-01-14T07:15:39ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2018-10-013914315459721374Markov game modeling of mimic defense and defense strategy determinationXingming ZHANGZeyu GUShuai WEIJianliang SHENNetwork mimic defense technology enhances the robustness of active defense through the redundancy,dynamic and diversity as well as the decision feedback mechanism.However,little work has been done for its security assessment and existing classic game models are not suitable for its dynamic characteristics and lack of universality.A Markov game model was proposed to analyze the transfer relationship between offensive and defensive status and the measurement method of safety and reliability of mimic defense,and calculated the offensive and defensive game equilibrium through non-linear programming algorithm to determine the best defensive strategy considering performance.Experiments give a comparison with the multi-target hiding technique and shows that the mimic defense has a higher defensive effect.Combining with the specific network case,the specific attack and defense path for the exploit of the system vulnerability is given and the effectiveness of the defense strategy algorithm is verified.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2018223/network mimic defenseMarkov gameredundant execution unitsdefense robustnessactive defense strategy |
| spellingShingle | Xingming ZHANG Zeyu GU Shuai WEI Jianliang SHEN Markov game modeling of mimic defense and defense strategy determination Tongxin xuebao network mimic defense Markov game redundant execution units defense robustness active defense strategy |
| title | Markov game modeling of mimic defense and defense strategy determination |
| title_full | Markov game modeling of mimic defense and defense strategy determination |
| title_fullStr | Markov game modeling of mimic defense and defense strategy determination |
| title_full_unstemmed | Markov game modeling of mimic defense and defense strategy determination |
| title_short | Markov game modeling of mimic defense and defense strategy determination |
| title_sort | markov game modeling of mimic defense and defense strategy determination |
| topic | network mimic defense Markov game redundant execution units defense robustness active defense strategy |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2018223/ |
| work_keys_str_mv | AT xingmingzhang markovgamemodelingofmimicdefenseanddefensestrategydetermination AT zeyugu markovgamemodelingofmimicdefenseanddefensestrategydetermination AT shuaiwei markovgamemodelingofmimicdefenseanddefensestrategydetermination AT jianliangshen markovgamemodelingofmimicdefenseanddefensestrategydetermination |