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audit record中文是什么意思

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  • A critical requirement for the rules to be effective detection models is that a set of appropriate features needs to be first constructed and include in audit records . a key contribution of the thesis is thus in automatic " feature construction "
    用规则建立一个有效的入侵检测系统的关键问题是首先从大量审计数据中提取出具有代表性的系统特征,用于描述程序或用户的行为,因此自动构造特征是本文的主要贡献。
  • Normal behavior and anomaly are distinguished on the basis of observed datum such as network flows and audit records of host . when a training sample set is unlabelled and unbalanced , attack detection is treated as outlier detection or density estimation of samples and one - class svm of hypersphere can be utilized to solve it . when a training sample set is labelled and unbalanced so that the class with small size will reach a much high error rate of classification , a weighted svm algorithm , i
    针对训练样本是未标定的不均衡数据集的情况,把攻击检测问题视为一个孤立点发现或样本密度估计问题,采用了超球面上的one - classsvm算法来处理这类问题;针对有标定的不均衡数据集对于数目较少的那类样本分类错误率较高的情况,引入了加权svm算法-双v - svm算法来进行异常检测;进一步,基于1998darpa入侵检测评估数据源,把两分类svm算法推广至多分类svm算法,并做了多分类svm算法性能比较实验。
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