Integrated intrusion detection model based on rough set and artificial immune
According to the problems of intrusion detection,an integrated intrusion detection model based on rough set and artificial immune (RSAI-IID) was proposed by using rough set and integrating misuse detection and anomaly detection.The rough set method was used to achieve the vaccine which was injected...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2013-09-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2013.09.020/ |
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| _version_ | 1841539846136397824 |
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| author | Ling ZHANG Zhong-ying BAI Shou-shan LUO Kang XIE Guan-ning CUI Mao-hua SUN |
| author_facet | Ling ZHANG Zhong-ying BAI Shou-shan LUO Kang XIE Guan-ning CUI Mao-hua SUN |
| author_sort | Ling ZHANG |
| collection | DOAJ |
| description | According to the problems of intrusion detection,an integrated intrusion detection model based on rough set and artificial immune (RSAI-IID) was proposed by using rough set and integrating misuse detection and anomaly detection.The rough set method was used to achieve the vaccine which was injected in the model,to get better vaccine,and to optimum the performances of detection; misuse detection was used to get off the known intrusions; anomaly detection was used to detect the novel intrusions.RSAI-IID model was validated on KDD 99 dataset.The experimental results show its feasibility and effectiveness. |
| format | Article |
| id | doaj-art-e2aa6abf49ef4be6908767236bc2b76c |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2013-09-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-e2aa6abf49ef4be6908767236bc2b76c2025-01-14T06:41:21ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2013-09-013416617659675087Integrated intrusion detection model based on rough set and artificial immuneLing ZHANGZhong-ying BAIShou-shan LUOKang XIEGuan-ning CUIMao-hua SUNAccording to the problems of intrusion detection,an integrated intrusion detection model based on rough set and artificial immune (RSAI-IID) was proposed by using rough set and integrating misuse detection and anomaly detection.The rough set method was used to achieve the vaccine which was injected in the model,to get better vaccine,and to optimum the performances of detection; misuse detection was used to get off the known intrusions; anomaly detection was used to detect the novel intrusions.RSAI-IID model was validated on KDD 99 dataset.The experimental results show its feasibility and effectiveness.http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2013.09.020/rough setartificial immune systemmisuse detectionanomaly detectionintegrated intrusion detection model based on rough set and artificial immune |
| spellingShingle | Ling ZHANG Zhong-ying BAI Shou-shan LUO Kang XIE Guan-ning CUI Mao-hua SUN Integrated intrusion detection model based on rough set and artificial immune Tongxin xuebao rough set artificial immune system misuse detection anomaly detection integrated intrusion detection model based on rough set and artificial immune |
| title | Integrated intrusion detection model based on rough set and artificial immune |
| title_full | Integrated intrusion detection model based on rough set and artificial immune |
| title_fullStr | Integrated intrusion detection model based on rough set and artificial immune |
| title_full_unstemmed | Integrated intrusion detection model based on rough set and artificial immune |
| title_short | Integrated intrusion detection model based on rough set and artificial immune |
| title_sort | integrated intrusion detection model based on rough set and artificial immune |
| topic | rough set artificial immune system misuse detection anomaly detection integrated intrusion detection model based on rough set and artificial immune |
| url | http://www.joconline.com.cn/zh/article/doi/10.3969/j.issn.1000-436x.2013.09.020/ |
| work_keys_str_mv | AT lingzhang integratedintrusiondetectionmodelbasedonroughsetandartificialimmune AT zhongyingbai integratedintrusiondetectionmodelbasedonroughsetandartificialimmune AT shoushanluo integratedintrusiondetectionmodelbasedonroughsetandartificialimmune AT kangxie integratedintrusiondetectionmodelbasedonroughsetandartificialimmune AT guanningcui integratedintrusiondetectionmodelbasedonroughsetandartificialimmune AT maohuasun integratedintrusiondetectionmodelbasedonroughsetandartificialimmune |