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基于频繁子图挖掘的异常入侵检测新方法 被引量:1
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作者 刘辉 王俊峰 佘春东 《计算机应用研究》 CSCD 北大核心 2011年第3期1122-1126,1129,共6页
针对传统的基于系统调用序列的异常入侵检测方法中离线学习过程对训练数据量过于依赖的问题,引入频繁子图挖掘理论,利用系统调用序列转换为有向图结构后所特有的衍生能力,能够以较小的训练数据规模获取数量可观且行之有效的衍生特征模... 针对传统的基于系统调用序列的异常入侵检测方法中离线学习过程对训练数据量过于依赖的问题,引入频繁子图挖掘理论,利用系统调用序列转换为有向图结构后所特有的衍生能力,能够以较小的训练数据规模获取数量可观且行之有效的衍生特征模式。实验结果表明,经扩充的特征模式集能够有效提高对未知程序行为的鉴别能力。同时,将系统调用序列的局部特性与全局特性相结合,为变长特征模式的提取提供了一个较为合理的参考。 展开更多
关键词 异常入侵检测 系统调用序列 频繁子图挖掘 衍生特征模式
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Evaluation of Baishao(Radix Paeoniae Alba)and Chishao(Radix Paeoniae Rubra)from different origins based on characteristic spectra of amino acids 被引量:2
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作者 LI Shasha ZHANG Yiping +4 位作者 DENG Yuanhui WANG Qian XIE Zhiru Ibarra-Estrada Emmanuel XIAO Xue 《Digital Chinese Medicine》 2021年第2期120-129,共10页
Objective To evaluate the difference between Baishao(Paeoniae Radix Alba,PRA)and Chishao(Paeoniae Radix Rubra,PRR)from different regions based on the characteristic spectra of amino acids(AAs).Methods Fingerprints of ... Objective To evaluate the difference between Baishao(Paeoniae Radix Alba,PRA)and Chishao(Paeoniae Radix Rubra,PRR)from different regions based on the characteristic spectra of amino acids(AAs).Methods Fingerprints of the 21 standard AAs were established using O-phthalaldehyde-9-fluorenylmethyl chloroformate(OPA-FMOC)pre-column derivation method.The AA components in PRA and PRR were characterized qualitatively and quantitatively,and different AAs were screened using pattern recognition technology.Results Twelve AAs were identified in both PRA and PRR.Meanwhile,aspartic acid,glutamic acid,arginine,alanine,and gamma-aminobutyric acid were screened as characteristic components,and their concentrations could effectively distinguish PRA from PRR.Conclusion The established characterization method,which is based on the characteristic spectra of AAs,is accurate,efficient,and sensitive and can effectively distinguish between PRA and PRR from different producing areas,thus providing a reference for the overall characterization and evaluation of Chinese medicinal materials. 展开更多
关键词 O-phthalaldehyde-9-fluorenylmethyl chloroformate(OPA-FMOC)pre-column derivatization method Amino acids characteristic spectra Baishao(Paeoniae Radix Alba PRA) Chishao(Paeoniae Radix Rubra PRR) Pattern recognition
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