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基于神经网络与证据组合推理的入侵检测方法

Intrusion Detection Method Base on Neural Network and Evidence Combinational Reasoning
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摘要 给出一种智能神经网络与证据组合推理相结合的网络入侵检测方法,将神经网络检测结果认为是"证据",并引入D-S证据理论进行组合推理,为解决连续时间序列入侵行为判别的问题提供了一种新方法,并且能提高入侵检测的判别精度。 Describes an intrusion detection method based on neural network and evidence combinational reasoning. The detection result of neural-network's detection is considered as evidence.Introduces D-S evidence theory to do combinational reasoning. It provides a new method for effective solving the detection of continuous intrusion conduct. Moreover it can enhance the detection precision of intrusion detection.
作者 严宣辉
出处 《福建师范大学学报(自然科学版)》 CAS CSCD 北大核心 2005年第1期20-24,共5页 Journal of Fujian Normal University:Natural Science Edition
基金 福建省教育厅A类基金资助项目(JA01017)
关键词 入侵检测 神经网络 证据理论 组合推理 intrusion detection neural network evidence theory combinational reasoning
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