社交网络中用户相互影响下信息保护的计算方法

Q1 Mathematics
Rimvidas Khrashchevskyi, Vitaliy Klobukov, Valerii Kozlovskyi, Volodymyr Akhramovych, Serhii Lazarenko
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引用次数: 0

摘要

研究了社交网络中信息安全系统(DMoISS)的动态模型,考虑了用户之间的相互影响(MIBU)。同时,对安全系统的稳定性进行了分析。利用MIBU的参数研究SN信息安全系统(ISS)的行为具有实际意义。在这个术语的数学意义上考虑了SN中的DMoISS。动态系统被理解为一个对象或过程,其状态的概念被明确定义为给定时刻的一组特定数量,并且给定的定律描述了初始状态随时间的变化(演变)。“SN”是用户及其连接的集合。个人、社会团体、组织、城市、国家都可以被视为用户。连接不仅被理解为MIBU,而且还被理解为各种资源和活动的交换。对真实物体的动力学行为进行理论研究需要建立它的数学模型。建立模型的过程是根据物理规律编制数学方程。这些定律是用微分方程的语言表述出来的。研究结果确定了MIBU参数对SN - ISS参数的影响。在MatLab/Multisim程序中确定了数据保护系统的相位肖像(PP),在参数的工作范围内,即使在最大影响值下,SoSS的指示。从网络信息安全的角度来看,这项研究是有用的和重要的,因为MIBU的参数显著影响保护率(不同的值-高达100%)。本文的科学价值在于,首次在研究已发展的非线性微分方程组(NDE)的基础上,揭示了MIBU的参数与SN - ISS的参数之间的定量关系,以及基于二阶非线性方程研究的SoSS。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Method of Calculating Information Protection from Mutual Influence of Users in Social Networks
Dynamic models of the information security system (DMoISS) in social networks (SN) are studied and the mutual influence between users (MIBU) was taken into account. Also, the stability of the security system (SoSS) was analyzed. There is a practical interest in studying the behavior of the of SN information security systems (ISS) using parameters of the MIBU. DMoISS in SN in the mathematical sense of this term is considered. A dynamic system is understood as an object or process for which the concept of state is unambiguously defined as a set of certain quantities at a given moment of time and a given law describes the change (evolution) of the initial state over time. SN is a set of users and connections between them. Individuals, social groups, organizations, cities, countries can be considered as users. Connections are understood not only as MIBU, but also as the exchange of various resources and activities. Theoretical study of the dynamic behavior of a real object requires the creation of its mathematical model. The procedure of developing the model is to compile mathematical equations based on physical laws. These laws were formulated in the language of differential equations. As a result of the research, it is established the influence of parameters of MIBU on parameters of SN ISS. Phase portraits (PP) of the data protection system in the MatLab/Multisim program are determined, what indicates of the SoSS in the operating range of the parameters even at the maximum value of influences. This study is useful and important from the point of view of information security in the network, since the parameters of MIBU significantly affect the protection rate (with different values - up to 100%). The scientific value of the article lies in the fact that for the first time, on the basis of the study of the developed systems of nonlinear differential equations (NDE), it is shown the quantitative relationship between the parameters of the MIBU and the parameters of the SN ISS, as well as the SoSS is shown based on the study of the nonlinear equation of the second degree.
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来源期刊
CiteScore
4.10
自引率
0.00%
发文量
33
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