基于矩阵理论开发分析信息安全系统状况的理论方法

I. Bobok, A. Kobozeva
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摘要

随着信息技术在社会各个领域的广泛应用,大量机密和重要数据以数字形式产生,信息安全任务的优先级随之提高,其中包括与任何国家重要基础设施相关的能源部门。这项工作的目的是开发上述方法,以确保在此基础上提高信息安全方法的效率。为了实现这一目标,我们详细研究了在系统受到主动攻击(干扰)的条件下,唯一确定分配给信息安全系统的矩阵的形式参数值的干扰情况。矩阵的奇异数和奇异向量被视为此类参数。这项工作最重要的成果是证实了系统矩阵奇异数和奇异矢量扰动稳定区域的存在和建立,奇异数稳定区域对应于其扰动随数增加而单调减少的区域,而奇异矢量稳定区域对应于其扰动与 90 度相当的区域。结果表明,稳定过程是由所考虑的参数变换器的数学特性决定的。所获结果的意义在于,无论是在理论上还是在实践中,都有可能利用它来改进使用一般方法分析其状态而建立或研究的各种信息安全系统。本作品提供了此类应用的实例。
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Development of the Theoretical Approach Based on Matrix Theory for Analyzing the State of Information Security Systems
The widespread introduction of information technologies into all spheres of society, the creation of a significant amount of confidential and critical data in digital form leads to an increase in the priority of information security tasks everywhere, including in the energy sector, which relates to the critical infrastructure of any state. The purpose of the work is to develop the mentioned ap-proach to ensure the possibility of increasing the efficiency of information security methods based on it. The goal was achieved through a detailed study of disturbances in the values of formal parameters that uniquely determine the matrix that is assigned to the information security system under conditions of active attacks (disturbances) on the system. Singular numbers and singular vectors of the matrix are considered as such parameters. The most important result of the work is the substantiation of the existence and establishment of interconnected regions of stabilization of disturbances of singular numbers and singular vectors of the system matrix, while the region of stabilization of singular numbers corresponds to the region of monotonous decrease in their disturbances with increasing numbers, while the stabilization of singular vectors corresponds to the region in which their disturbances are comparable with 90 degrees. It is shown that the stabilization process is determined by the mathematical properties of the parame-ters under consideration. The significance of the obtained result lies in the possibility of using it to improve various information security systems that are built or studied using a general ap-proach to analyzing their state, both theoretically and practically. The work provides examples of such use.
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