用马尔可夫模型模拟典型用户行为

P. Osipov, Arkādijs Borisovs
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引用次数: 0

摘要

描述了如何对电子信息系统的典型用户的行为进行建模,以检测他的帐户被另一个人使用的事实。研究了一种方法,该方法允许以马尔可夫模型的形式呈现用户的典型行为,并与相应模型中呈现的模式进行比较,进一步评估目标用户的行为。在研究过程中,开发了一个实验系统,可以评估使用马尔可夫模型来解决这个问题的可能性以及所创建模型的统计特性。初步实验结果表明,该方法具有良好的适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Simulation of typical behavior user using Markov models
described the problem of modeling the behavior of a typical user of an electronic information system to detect the fact of use of his account by another person. Investigated method that allows presenting the typical behavior of a user in the form of Markov model and further assessing the target user's behavior compared with the pattern presented in the corresponding model. In the process of research an experimental system was developed that allows evaluating the possibility of using Markov models to solve this problem and the statistical properties of the created model. The results of the initial experiments show good suitability of this approach.
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