Network latency clustering for detector placement on macroscopical prewarning
Research on the network-based and distributed intrusion detection was aroused by the burst-outs of large-scale security events.How to place detection instruments was the key to the detections.The problem of detector placement was turned to that of the clustering of topology graph.A novel bidirection...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
| Published: |
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/74665596/ |
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| _version_ | 1841537330567970816 |
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| author | HE Hui HU Ming-zeng YUN Xiao-chun ZHANG Hong-li |
| author_facet | HE Hui HU Ming-zeng YUN Xiao-chun ZHANG Hong-li |
| author_sort | HE Hui |
| collection | DOAJ |
| description | Research on the network-based and distributed intrusion detection was aroused by the burst-outs of large-scale security events.How to place detection instruments was the key to the detections.The problem of detector placement was turned to that of the clustering of topology graph.A novel bidirectional hierarchical clustering algorithm was put forward,which decreased the amount of result clusters by integration of initial marker selection method based on node out-degree.The simulation results demonstrates that our clustering approaches effectively identify clusters and been employed in the measured real network of the backbone. |
| format | Article |
| id | doaj-art-b0eb97f6077f41ca89d6abb6fa4bbea7 |
| 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-b0eb97f6077f41ca89d6abb6fa4bbea72025-01-14T08:39:36ZzhoEditorial Department of Journal on CommunicationsTongxin xuebao1000-436X2006-01-0111912474665596Network latency clustering for detector placement on macroscopical prewarningHE HuiHU Ming-zengYUN Xiao-chunZHANG Hong-liResearch on the network-based and distributed intrusion detection was aroused by the burst-outs of large-scale security events.How to place detection instruments was the key to the detections.The problem of detector placement was turned to that of the clustering of topology graph.A novel bidirectional hierarchical clustering algorithm was put forward,which decreased the amount of result clusters by integration of initial marker selection method based on node out-degree.The simulation results demonstrates that our clustering approaches effectively identify clusters and been employed in the measured real network of the backbone.http://www.joconline.com.cn/zh/article/74665596/distributed intrusionmacroscopically prewarningdetector placementhierarchical clustering |
| spellingShingle | HE Hui HU Ming-zeng YUN Xiao-chun ZHANG Hong-li Network latency clustering for detector placement on macroscopical prewarning Tongxin xuebao distributed intrusion macroscopically prewarning detector placement hierarchical clustering |
| title | Network latency clustering for detector placement on macroscopical prewarning |
| title_full | Network latency clustering for detector placement on macroscopical prewarning |
| title_fullStr | Network latency clustering for detector placement on macroscopical prewarning |
| title_full_unstemmed | Network latency clustering for detector placement on macroscopical prewarning |
| title_short | Network latency clustering for detector placement on macroscopical prewarning |
| title_sort | network latency clustering for detector placement on macroscopical prewarning |
| topic | distributed intrusion macroscopically prewarning detector placement hierarchical clustering |
| url | http://www.joconline.com.cn/zh/article/74665596/ |
| work_keys_str_mv | AT hehui networklatencyclusteringfordetectorplacementonmacroscopicalprewarning AT humingzeng networklatencyclusteringfordetectorplacementonmacroscopicalprewarning AT yunxiaochun networklatencyclusteringfordetectorplacementonmacroscopicalprewarning AT zhanghongli networklatencyclusteringfordetectorplacementonmacroscopicalprewarning |