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计算机系统应用英文版:2015,24(1):135-138
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基于相对熵的SIP DoS洪泛攻击检测算法和仿真
(中国科学技术大学 信息科学技术学院, 合肥 230022)
Algorithm and Simulation of SIP DoS Flooding Attack Detection Based on Relative Entropy
(Department of Information Science and Technology, University of Science and Technology of China, Hefei 230022, China)
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Received:April 22, 2014    Revised:May 22, 2014
中文摘要: 随着SIP协议的广泛应用, SIP网络的安全机制也逐渐成为研究热点.针对SIP DoS洪泛攻击, 本文将相对熵引入SIP网络, 提出了一种基于相对熵的检测算法, 并与传统的信息熵检测算法进行比较.实验结果表明: 正常网络流量下信息熵值和相对熵值都基本稳定, 在发生DoS攻击时相对熵值波动明显, 比信息熵检测算法检测率更高, 检测结果更准确.
中文关键词: SIP  DoS洪泛攻击  信息熵  相对熵
Abstract:With the extensive application of SIP protocol, the security mechanisms of SIP network have gradually become a hot topic. This article introduces relative entropy into SIP network, and proposes a detection algorithm based on it to against SIP DoS flooding attacks. We also compare this algorithm with the traditional entropy detection algorithm. The experimental results showed that: the entropy and relative entropy are both stable under normal network traffic. But relative entropy fluctuated significantly when attack occurred and our algorithm have a higher detection rate and more accurate results than entropy detection algorithm.
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张晓月,胡访宇.基于相对熵的SIP DoS洪泛攻击检测算法和仿真.计算机系统应用,2015,24(1):135-138
ZHANG Xiao-Yue,HU Fang-Yu.Algorithm and Simulation of SIP DoS Flooding Attack Detection Based on Relative Entropy.COMPUTER SYSTEMS APPLICATIONS,2015,24(1):135-138