Collection policy refining method for threat monitoring in complex network environment
Personalized collect policy is one of the necessary conditions for effectively monitoring threats in the complex network environment.However,differences in security requirements and threat types make it difficult to effectively generate personalized collect policy.To address the above problem,a coll...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2019-04-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2019096/ |
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| _version_ | 1841539394392031232 |
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| author | Fenghua LI Zifu LI Ling LI Ming ZHANG Kui GENG Yunchuan GUO |
| author_facet | Fenghua LI Zifu LI Ling LI Ming ZHANG Kui GENG Yunchuan GUO |
| author_sort | Fenghua LI |
| collection | DOAJ |
| description | Personalized collect policy is one of the necessary conditions for effectively monitoring threats in the complex network environment.However,differences in security requirements and threat types make it difficult to effectively generate personalized collect policy.To address the above problem,a collection policy automatic refinement method was designed.Firstly,a hierarchical model of collection policy was proposed.Then,by transforming the policy refinement into a nonlinear optimization problem,a genetic algorithm was designed to balance between collection revenue and collection cost.Finally,simulation experiments verify that according to the requirements of high-level monitoring,the acquisition scheme can be automatically generated. |
| format | Article |
| id | doaj-art-f4359f40bd5b4fcf98d05528ba7fc017 |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2019-04-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-f4359f40bd5b4fcf98d05528ba7fc0172025-01-14T07:16:41ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2019-04-0140496159726257Collection policy refining method for threat monitoring in complex network environmentFenghua LIZifu LILing LIMing ZHANGKui GENGYunchuan GUOPersonalized collect policy is one of the necessary conditions for effectively monitoring threats in the complex network environment.However,differences in security requirements and threat types make it difficult to effectively generate personalized collect policy.To address the above problem,a collection policy automatic refinement method was designed.Firstly,a hierarchical model of collection policy was proposed.Then,by transforming the policy refinement into a nonlinear optimization problem,a genetic algorithm was designed to balance between collection revenue and collection cost.Finally,simulation experiments verify that according to the requirements of high-level monitoring,the acquisition scheme can be automatically generated.http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2019096/data collectionthreat monitoringpolicy refinementhybrid optimization |
| spellingShingle | Fenghua LI Zifu LI Ling LI Ming ZHANG Kui GENG Yunchuan GUO Collection policy refining method for threat monitoring in complex network environment Tongxin xuebao data collection threat monitoring policy refinement hybrid optimization |
| title | Collection policy refining method for threat monitoring in complex network environment |
| title_full | Collection policy refining method for threat monitoring in complex network environment |
| title_fullStr | Collection policy refining method for threat monitoring in complex network environment |
| title_full_unstemmed | Collection policy refining method for threat monitoring in complex network environment |
| title_short | Collection policy refining method for threat monitoring in complex network environment |
| title_sort | collection policy refining method for threat monitoring in complex network environment |
| topic | data collection threat monitoring policy refinement hybrid optimization |
| url | http://www.joconline.com.cn/zh/article/doi/10.11959/j.issn.1000-436x.2019096/ |
| work_keys_str_mv | AT fenghuali collectionpolicyrefiningmethodforthreatmonitoringincomplexnetworkenvironment AT zifuli collectionpolicyrefiningmethodforthreatmonitoringincomplexnetworkenvironment AT lingli collectionpolicyrefiningmethodforthreatmonitoringincomplexnetworkenvironment AT mingzhang collectionpolicyrefiningmethodforthreatmonitoringincomplexnetworkenvironment AT kuigeng collectionpolicyrefiningmethodforthreatmonitoringincomplexnetworkenvironment AT yunchuanguo collectionpolicyrefiningmethodforthreatmonitoringincomplexnetworkenvironment |