计算机与现代化Issue(6)：108-111,121,5.DOI:10.3969/j.issn.1006-2475.2017.06.021
基于One-class SVM的网络时间隐蔽信道检测方法
Approach for Detecting Covert Timing Channels Based on One-class SVM
摘要
Abstract
The detection of covert timing channel is the focus and the difficulty of the research on covert channel. Current detec-tions of covert timing channels are more directed against some particular covert timing channels, not all applicable. In this paper, a detection approach based on one-class SVM was introduced. Detection of covert channels is seen as a one-calss calssification problem. The model-building part of the algorithm works trained by the common channel set and generates the classification mod-el. Experimental results show that the detection method can not only ensure a higher detection rate and better versatility, but also effectively detect covert timing channels.关键词
时间隐蔽信道/单类支持向量机/网络安全Key words
covert timing channel/one-class SVM/network security分类
信息技术与安全科学引用本文复制引用
刘义,兰少华..基于One-class SVM的网络时间隐蔽信道检测方法[J].计算机与现代化,2017,(6):108-111,121,5.基金项目
国家自然科学基金资助项目(61170250, 61103201) （61170250, 61103201）
