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基于免疫自适应小波网络的入侵检测*

, PP. 243-248

Keywords: 小波神经网络,入侵检测,免疫进化算法

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Abstract:

将自适应小波网络模型与免疫进化算法有机结合,提出基于免疫自适应小波网络的入侵检测模型及学习算法.该模型不仅减少经典神经网络在确定参数和结构时的盲目性,而且减轻对参数初始化敏感的现象.仿真对比实验结果表明,用本文算法获得的检测率比神经网络、小波网络、免疫进化的方法都要高,收敛速度更快,同时可通过控制门限值来约束和平衡漏报率和误报率之间的关系.

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