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Modeling Abstraction Hierarchy Levels of the Cyber Attacks Using Random Process

机译:使用随机过程建模抽象层次级别的网络攻击

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摘要

Aspects of human behavior in cyber security allow more natural security to the user. This research focuses the appearance of anticipating cyber threats and their abstraction hierarchy levels on the mental picture levels of human. The study concerns the modeling of the behaviors of mental states of an individual under cyber attacks. The mental state of agents being not observable, we propose a non-stationary hidden Markov chain approach to model the agent mental behaviors. A renewal process based on a nonparametric estimation is also considered to investigate the spending time in a given mental state. In these approaches, the effects of the complexity of the cyber attacks are taken into account in the models.
机译:网络安全人类行为的方面允许用户更自然的安全。本研究重点介绍了人类心理图像级别的网络威胁及其抽象层次水平的外观。该研究涉及网络攻击下个人心理状态的行为的建模。代理人的精神状态不可观察,我们提出了一种非静止的隐藏马尔可夫链方法来模拟代理人的心理行为。还认为基于非参数估计的续展过程也被认为是在给定精神状态下调查花费时间。在这些方法中,在模型中考虑了网络攻击复杂性的影响。

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