Network security threat warning method based on qualitative differential game
Most current network security research based on game theory adopts the static game or multi-stage dynamic game model,which does not accord with the real-time change and continuity of the actual network attack-defense process.To make security threats warning more consistent with the attack-defense pr...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2018-08-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2018134/ |
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| _version_ | 1841539421944414208 |
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| author | Shirui HUANG Hengwei ZHANG Jindong WANG Ruiyu DOU |
| author_facet | Shirui HUANG Hengwei ZHANG Jindong WANG Ruiyu DOU |
| author_sort | Shirui HUANG |
| collection | DOAJ |
| description | Most current network security research based on game theory adopts the static game or multi-stage dynamic game model,which does not accord with the real-time change and continuity of the actual network attack-defense process.To make security threats warning more consistent with the attack-defense process,the threat propagation process was analyzed referring to the epidemic model.Then the network attack-defense game model was constructed based on the qualitative differential game theory,by which the evolution of the network security state could be predicted.Based on the model,the qualitative differential game solution method was designed to construct the attack-defense barrier and divide the capture area.Furthermore,the threat severity in different security states were evaluated by introducing multidimensional Euclidean distance.By designing the warning algorithm,the dynamic warning of the network security threat was realized,which had better accuracy and timeliness.Finally,simulation results verify the effectiveness of the proposed algorithm and model. |
| format | Article |
| id | doaj-art-55d9bac3a2ce40be83086896017d1871 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2018-08-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-55d9bac3a2ce40be83086896017d18712025-01-14T07:15:15ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2018-08-0139293659719798Network security threat warning method based on qualitative differential gameShirui HUANGHengwei ZHANGJindong WANGRuiyu DOUMost current network security research based on game theory adopts the static game or multi-stage dynamic game model,which does not accord with the real-time change and continuity of the actual network attack-defense process.To make security threats warning more consistent with the attack-defense process,the threat propagation process was analyzed referring to the epidemic model.Then the network attack-defense game model was constructed based on the qualitative differential game theory,by which the evolution of the network security state could be predicted.Based on the model,the qualitative differential game solution method was designed to construct the attack-defense barrier and divide the capture area.Furthermore,the threat severity in different security states were evaluated by introducing multidimensional Euclidean distance.By designing the warning algorithm,the dynamic warning of the network security threat was realized,which had better accuracy and timeliness.Finally,simulation results verify the effectiveness of the proposed algorithm and model.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2018134/network security threatnetwork attack and defensethreat warningqualitative differential gamewarning algorithm |
| spellingShingle | Shirui HUANG Hengwei ZHANG Jindong WANG Ruiyu DOU Network security threat warning method based on qualitative differential game Tongxin xuebao network security threat network attack and defense threat warning qualitative differential game warning algorithm |
| title | Network security threat warning method based on qualitative differential game |
| title_full | Network security threat warning method based on qualitative differential game |
| title_fullStr | Network security threat warning method based on qualitative differential game |
| title_full_unstemmed | Network security threat warning method based on qualitative differential game |
| title_short | Network security threat warning method based on qualitative differential game |
| title_sort | network security threat warning method based on qualitative differential game |
| topic | network security threat network attack and defense threat warning qualitative differential game warning algorithm |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2018134/ |
| work_keys_str_mv | AT shiruihuang networksecuritythreatwarningmethodbasedonqualitativedifferentialgame AT hengweizhang networksecuritythreatwarningmethodbasedonqualitativedifferentialgame AT jindongwang networksecuritythreatwarningmethodbasedonqualitativedifferentialgame AT ruiyudou networksecuritythreatwarningmethodbasedonqualitativedifferentialgame |