New data fusion model of intrusion detection——IDSFP
Based on multi-sensor data fusion technology,a new intrusion detection data fusion model-IDSFP was pre-sented.The model was characterized by correlating and merging alerts of different types of IDS,generating the measures of the security situation,thus constituting the evidence.Current security situ...
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| Format: | Article |
| Language: | zho |
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Editorial Department of Journal on Communications
2006-01-01
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| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/zh/article/74660830/ |
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| _version_ | 1841537360153542656 |
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| author | TIAN Jun-feng ZHAO Wei-dong DU Rui-zhong CAI Hong-yun |
| author_facet | TIAN Jun-feng ZHAO Wei-dong DU Rui-zhong CAI Hong-yun |
| author_sort | TIAN Jun-feng |
| collection | DOAJ |
| description | Based on multi-sensor data fusion technology,a new intrusion detection data fusion model-IDSFP was pre-sented.The model was characterized by correlating and merging alerts of different types of IDS,generating the measures of the security situation,thus constituting the evidence.Current security situation of network was evaluated by applying the D-S evidence theory,and various IDS of network were adjusted dynamically to strengthen the detection of the data which relates to the attack attempt.Consequently,the false positive rate and the false negative rate are effectively reduced,and the detection efficiency of IDS is accordingly improved. |
| format | Article |
| id | doaj-art-d2036b8fb67a4b10985f548dbb407a8e |
| institution | Kabale University |
| issn | 1000-436X |
| language | zho |
| publishDate | 2006-01-01 |
| publisher | Editorial Department of Journal on Communications |
| record_format | Article |
| series | Tongxin xuebao |
| spelling | doaj-art-d2036b8fb67a4b10985f548dbb407a8e2025-01-14T08:39:01ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2006-01-0111512074660830New data fusion model of intrusion detection——IDSFPTIAN Jun-fengZHAO Wei-dongDU Rui-zhongCAI Hong-yunBased on multi-sensor data fusion technology,a new intrusion detection data fusion model-IDSFP was pre-sented.The model was characterized by correlating and merging alerts of different types of IDS,generating the measures of the security situation,thus constituting the evidence.Current security situation of network was evaluated by applying the D-S evidence theory,and various IDS of network were adjusted dynamically to strengthen the detection of the data which relates to the attack attempt.Consequently,the false positive rate and the false negative rate are effectively reduced,and the detection efficiency of IDS is accordingly improved.http://www.joconline.com.cn/zh/article/74660830/network securityintrusion detectionalert correlationdata fusionD-S evidence theorysituation analysis |
| spellingShingle | TIAN Jun-feng ZHAO Wei-dong DU Rui-zhong CAI Hong-yun New data fusion model of intrusion detection——IDSFP Tongxin xuebao network security intrusion detection alert correlation data fusion D-S evidence theory situation analysis |
| title | New data fusion model of intrusion detection——IDSFP |
| title_full | New data fusion model of intrusion detection——IDSFP |
| title_fullStr | New data fusion model of intrusion detection——IDSFP |
| title_full_unstemmed | New data fusion model of intrusion detection——IDSFP |
| title_short | New data fusion model of intrusion detection——IDSFP |
| title_sort | new data fusion model of intrusion detection idsfp |
| topic | network security intrusion detection alert correlation data fusion D-S evidence theory situation analysis |
| url | http://www.joconline.com.cn/zh/article/74660830/ |
| work_keys_str_mv | AT tianjunfeng newdatafusionmodelofintrusiondetectionidsfp AT zhaoweidong newdatafusionmodelofintrusiondetectionidsfp AT duruizhong newdatafusionmodelofintrusiondetectionidsfp AT caihongyun newdatafusionmodelofintrusiondetectionidsfp |