利用Zerologon漏洞的apt攻击建模

Sergey A. Budnikov, Ekaterina Butrik, S. Soloviev
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引用次数: 0

摘要

目的:评估关键信息基础设施重要对象的安全系统有效性的需要决定了开发简单和适当的计算机攻击数学模型的需要。在重要对象的安全系统设计中使用数学建模方法,可以在不产生重大成本和对对象功能影响的情况下,证明对整个系统或其各个部分的要求是合理的。本文的目的是建立一个利用Zerologon漏洞的多阶段目标计算机攻击过程模型,该模型基于具有离散状态和连续时间的马尔可夫随机过程的攻击表示。方法:在模型中运用马尔可夫过程理论、概率论、计算数学和图论等方法对攻击进行形式化。新颖性:应用计算数学方法对Kolmogorov方程组的结果进行泛函分析,利用已知的连续函数分析方法,可以解决计算机攻击关键信息基础设施时最大限度地稳定运行时间的问题。结果:用柯尔莫哥洛夫方程系统,描述了安全系统与入侵者处于冲突状态的概率,对多阶段目标计算机攻击过程的建模问题,提出了一个一般性的表述。利用在Mathcad环境下实现的Adams方法,得到了随时间变化的数值解。我们引入了一个安全系统性能指标,作为在攻击期间触发安全系统和阻止入侵者动作的概率与成功完成攻击的概率之比。本文给出了一个典型信息基础设施中计算机攻击实现的研究实例,该基础设施包括具有域结构的企业网络和一些工艺过程的自动化控制系统。对于所考虑的示例,定义了安全系统时间参数的最优值。实施合理的概率-时间特征保护措施后,关键信息基础设施的稳定运行时间从11小时增加到189小时。
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Modeling of APT-Attacks Exploiting the Zerologon Vulnerability
Purpose: the need to assess the effectiveness of the security systems for significant objects of critical information infrastructure determines the need to develop simple and adequate mathematical models of computer attacks. The use of mathematical modeling methods in the design of security system of significant object allows without significant cost and impact on the functioning of the object to justify the requirements to the system as a whole or its individual parts. The purpose of the present paper is to develop a model of the process of multistage targeted computer attack that exploits the Zerologon vulnerability, based on the representation of the attack by a Markov random process with discrete states and continuous time. Methods: methods of Markov process theory, probability theory, computational mathematics and graph theory are used in the model to formalize the attack. Novelty: application of methods of computational mathematics for functional analysis of the results of Kolmogorov’s system of equations allows to solve the problem of maximizing the time of stable operation of critical information infrastructure during computer attacks against it, using the known methods of analysis of continuous functions. Result: formulated a general statement of the problem of modeling the process of a multistage targeted computer attack using a system of Kolmogorov equations, describing the probabilities of being in conflict states of the security system with the intruder. By the Adams method implemented in Mathcad environment, numerical solutions depending on time were obtained. We introduce a security system performance index as a ratio of probability of triggering the security system and blocking intruder’s actions during the attack to the probability of successful completion of the attack. We give an example of research of computer attack realization in a typical information infrastructure, including a corporate network with domain architecture and an automated control system of some technological process. 1 For the considered example defined the optimal values of time parameters of security system. When implementing protective measures with reasonable probabilistic-time characteristics proved an increase in time of stable operation of critical information infrastructure from 11 to 189 hours.
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