Fuzzy intrusion detection system for MANET packet dropping attack
For further detecting the packet dropping attack action, a fuzzy intrusion abnormity-based detection system（FIADS）was proposed. Based on Sugeno-type fuzzy inference system, FIADS detected the attack actions of each node by a distributed manner, and then moved these malicious nodes out of MANET to im...
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2016-10-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2016263/ |
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| _version_ | 1841530017579794432 |
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| author | Tingting LU Xu HAN |
| author_facet | Tingting LU Xu HAN |
| author_sort | Tingting LU |
| collection | DOAJ |
| description | For further detecting the packet dropping attack action, a fuzzy intrusion abnormity-based detection system（FIADS）was proposed. Based on Sugeno-type fuzzy inference system, FIADS detected the attack actions of each node by a distributed manner, and then moved these malicious nodes out of MANET to improve the frequency spectrum resource of MANET. Finally, fuzzy rules base was made to analyze FIADS, and comparison between FIADS and the traditional IDES was made. The simulation results show that, compared with IDES, FIADS can effectively detect the packet dropping attack action, and owns a higher detection efficiency. |
| format | Article |
| id | doaj-art-edea8f4d35374a9982d96e722b9982e5 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2016-10-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-edea8f4d35374a9982d96e722b9982e52025-01-15T03:14:21ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012016-10-013212412959607277Fuzzy intrusion detection system for MANET packet dropping attackTingting LUXu HANFor further detecting the packet dropping attack action, a fuzzy intrusion abnormity-based detection system（FIADS）was proposed. Based on Sugeno-type fuzzy inference system, FIADS detected the attack actions of each node by a distributed manner, and then moved these malicious nodes out of MANET to improve the frequency spectrum resource of MANET. Finally, fuzzy rules base was made to analyze FIADS, and comparison between FIADS and the traditional IDES was made. The simulation results show that, compared with IDES, FIADS can effectively detect the packet dropping attack action, and owns a higher detection efficiency.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2016263/wireless Ad Hoc networkpacket dropping attackfuzzy intrusion, intrusion detection systemSugeno-type fuzzy inference system |
| spellingShingle | Tingting LU Xu HAN Fuzzy intrusion detection system for MANET packet dropping attack Dianxin kexue wireless Ad Hoc network packet dropping attack fuzzy intrusion, intrusion detection system Sugeno-type fuzzy inference system |
| title | Fuzzy intrusion detection system for MANET packet dropping attack |
| title_full | Fuzzy intrusion detection system for MANET packet dropping attack |
| title_fullStr | Fuzzy intrusion detection system for MANET packet dropping attack |
| title_full_unstemmed | Fuzzy intrusion detection system for MANET packet dropping attack |
| title_short | Fuzzy intrusion detection system for MANET packet dropping attack |
| title_sort | fuzzy intrusion detection system for manet packet dropping attack |
| topic | wireless Ad Hoc network packet dropping attack fuzzy intrusion, intrusion detection system Sugeno-type fuzzy inference system |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2016263/ |
| work_keys_str_mv | AT tingtinglu fuzzyintrusiondetectionsystemformanetpacketdroppingattack AT xuhan fuzzyintrusiondetectionsystemformanetpacketdroppingattack |