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DOI:
计算机系统应用英文版:2011,20(5):214-218
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基于D-S 证据理论的SPIT 检测方案
(1.中国科学院研究生院,北京 100039;2.中国科学院沈阳计算技术研究所,沈阳 110171)
SPIT Detection Method Based on D-S Evidence Theory
(1.Graduate University, Chinese Academy of Sciences, Beijing 100039, China;2.Shenyang Institute of Computing Technology, Chinese Academy of Sciences, Shenyang 110171, China)
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Received:September 09, 2010    Revised:November 20, 2010
中文摘要: 针对基于SIP 协议的SPIT 攻击(Spam over Internet Telephony,SPIT),提出一种基于统计的SPIT 检测方法。该方法提取用户多个行为属性和采用D-S 理论将多个属性进行融合,实现对多种攻击方式的检测。同时,对域进行分类有区别地考虑域发动攻击的可能性和用户的合法性,提高了检测的准确性。实验及分析表明上述方法具有较好的准确性,能够针对SPIT 进行有效的检测。
Abstract:To resolve the security problem of SIP, a detection method based on statistics is proposed. This method fuses multiple attributes of user's behavior into modules based on D-S evidence theory, and by such fusion it achieves the complementation of modules and the detection of multiple attacks. It also differentially considers the possibility of attack and legality of user by classifying domains,which improves accuracy of detection. Experiment and analysis results showed the high accuracy of the proposed method, by which the SPIT can be detected efficiently.
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林荣,李鸿彬,王宁.基于D-S 证据理论的SPIT 检测方案.计算机系统应用,2011,20(5):214-218
LIN Rong,LI Hong-Bin,WANG Ning.SPIT Detection Method Based on D-S Evidence Theory.COMPUTER SYSTEMS APPLICATIONS,2011,20(5):214-218