| 基于神经网络的伪造IP拒绝服务攻击检测与过滤 |
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| 引用本文： | 刘丕娥,周昕,尹芳.基于神经网络的伪造IP拒绝服务攻击检测与过滤[J].哈尔滨理工大学学报,2008,13(5). |
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| 作者姓名： | 刘丕娥 周昕 尹芳 |
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| 作者单位： | 哈尔滨理工大学,计算机科学与技术学院,黑龙江,哈尔滨,150080 |
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| 摘 要： | 通过对互联网行为的研究,提出了一种基于神经网络的伪造IP拒绝服务攻击检测与过滤技术.该技术在对互联网IP数据包路由路径的合理假设下,充分利用了神经网络的学习和表达能力,使用未发现攻击时的数据进行学习与检测,在发现攻击时利用神经网络进行过滤.通过分析过滤方法在一定程度上达到保护本地网络不受DDoS攻击侵害的目的.经分析和验证,该方法在攻击检测与过滤中具有一定效果.
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| 关 键 词： | 神经网络 拒绝服务攻击 伪造IP 边界路由 |
Defending Spoofing IP Address Attack Using Neural Network on Boarder Routers |
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| LIU Pie-e,ZHOU Xi,YIN Fang.Defending Spoofing IP Address Attack Using Neural Network on Boarder Routers[J].Journal of Harbin University of Science and Technology,2008,13(5). |
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| Authors: | LIU Pie-e ZHOU Xi YIN Fang |
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| Affiliation: | LIU Pi-e,ZHOU Xi,YIN Fang(School of Computer Science , Technology,Harbin University of Science , Technology,Harbin 150080,China) |
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| Abstract: | IP-based flooding attack is a common form of Distributed Denial-of-Service(DDoS) attacks which abuses network resources and may bring serious threats to the network.This attack is hard to be filtered by the routers in case that the source IP address is always spoofed.This paper describes a method to filter the attacking traffic on the boarder routers using neural network.This method trains the neural network while not being attacked,and when under attack,uses the network to classify the attacking traffic an... |
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| Keywords: | neural network distributed denial of service spoofing IP attack boarder router |
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