| 基于危险理论和DCA的WSNs入侵检测系统模型 |
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| 引用本文： | 王鑫 张钰 蒋华等. 基于危险理论和DCA的WSNs入侵检测系统模型[J]. 传感器与微系统, 2014, 0(4): 102-105 |
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| 作者姓名： | 王鑫 张钰 蒋华等 |
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| 作者单位： | 桂林电子科技大学计算机科学与工程学院,广西桂林541004 |
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| 基金项目： | 国家自然科学基金重点资助项目（61262074） |
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| 摘 要： | 针对无线传感器网络(WSNs)由于自身特点易于遭到入侵且传统被动的安全机制无法完全应对这一问题,对人工免疫系统(AIS)进行研究,设计一种新的入侵检测系统(IDS)模型。模型采用危险理论和适用于WSNs的改良树突状细胞算法(DCA),可使节点之间彼此分工合作共同识别入侵,加强了网络的鲁棒性。仿真结果显示:与早期的自我—非我(SNS)模型相比,研究的模型在检测能力和能耗上均有很好的表现。
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| 关 键 词： | 无线传感器网络 入侵检测系统 人工免疫系统 危险理论 树突状细胞算法 |
Intrusion detection system model for WSNs based on danger theory and DCA |
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| WANG Xin,ZHANG Yu,JIANG Hua,LIU Jian-ming. Intrusion detection system model for WSNs based on danger theory and DCA[J]. Transducer and Microsystem Technology, 2014, 0(4): 102-105 |
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| Authors: | WANG Xin ZHANG Yu JIANG Hua LIU Jian-ming |
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| Affiliation: | 1.School of Computer Science ＆ Engineering, Guilin University of Electronic Technology,Guilin 541004, China;) |
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| Abstract: | Aiming at the problem that WSNs is prone to different attacks due to his own features and traditional passive security mechanism can＇ t fully solve this problem,in order to improve the current security situation,design a new intrusion detection system （IDS） model inspired in artificial immune system （AIS）.It uses danger theory and improved dendritic cell algorithm （DCA）applied in WSNs,which make nodes to execute different function and collaborate to identify intrusion,and strengthen robustness of WSNs.Simulation results shows that compared with self-nonself（SNS） model,the new IDS model is better in detecting capacity and energy consumption. |
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| Keywords: | WSNs intrusion detection system（IDS） artificial immune system（AIS） danger theory dendritic cell algorithm （DCA） |
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