Intrusion detection based on fuzzy neural networks
文献类型：期刊论文
| 作者 | An, Ji-yao; Yue, Guangxue; Yu, Fei; Li, Ren-fa |
| 刊名 | Advances in neural networks - isnn 2006, pt 3, proceedings
 |
| 出版日期 | 2006 |
| 卷号 | 3973页码:231-239 |
| ISSN号 | 0302-9743 |
| 通讯作者 | An, ji-yao(jt_anbob@hnu.cn) |
| 英文摘要 | A new network intrusion detection system is presented in this paper, the system is skillfully combined with fuzzy technique and neural network which architecture and arithmetic is redesigned. in order to overcome the difficulty of specifying the membership function of rules depending on experiences of experts in multi-dimensional space, fuzzy neural network model is introduced to carry through proper nonlinear division of input/output characteristics of complex system and to generate fuzzy rule sets and added membership relation automatically. the new system architecture adopts the network processor to collect and analyze the data in the low layer of network, and a prototype system is established. this prototype system behaves better ability of intrusion detection and lower rate of distort, and that it has the ability to detect unknown attack. |
| WOS研究方向 | Computer Science |
| WOS类目 | Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods |
| 语种 | 英语 |
| WOS记录号 | WOS:000239485300034 |
| 出版者 | SPRINGER-VERLAG BERLIN |
| URI标识 | http://www.irgrid.ac.cn/handle/1471x/2378583 |
| 专题 | 中国科学院大学 |
| 通讯作者 | An, Ji-yao |
| 作者单位 | 1.Hunan Univ, Coll Comp & Commun, Changsha 410082, Peoples R China 2.Chinese Acad Sci, Grad Sch, State Key Lab Informat Secur, Beijing 100049, Peoples R China 3.Huaihua Univ, Dept Comp Sci, Huaihua, Peoples R China |
| 推荐引用方式 GB/T 7714 | An, Ji-yao,Yue, Guangxue,Yu, Fei,et al. Intrusion detection based on fuzzy neural networks[J]. Advances in neural networks - isnn 2006, pt 3, proceedings,2006,3973:231-239. |
| APA | An, Ji-yao,Yue, Guangxue,Yu, Fei,&Li, Ren-fa.(2006).Intrusion detection based on fuzzy neural networks.Advances in neural networks - isnn 2006, pt 3, proceedings,3973,231-239. |
| MLA | An, Ji-yao,et al."Intrusion detection based on fuzzy neural networks".Advances in neural networks - isnn 2006, pt 3, proceedings 3973(2006):231-239. |
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来源：中国科学院大学
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