Devising a procedure to determine the level of informational space security in social networks considering interrelations among users

Abstract

+ Linear and dynamic models of the system of information security in social networks, taking into consideration the relationships between users, were studied and the resistance of the security system was analyzed. There is a practical interest in studying dependence of the behavior of the system of social network security on the parameters of users’ interaction. Dynamic systems of information security in social networks in the mathematical sense of this term were considered. A dynamic system refers to any object or process, for which the concept of state as a totality of certain magnitudes at a given time is unambiguously defined and the law that describes a change (evolution) of the initial state over time was assigned. The network of social interactions consists of a totality of social users and a totality of the relations between them. Individuals, social groups, organizations, cities, countries can act as users. Relations imply not only communication interactions between users but also relations of the exchange of various resources and activities, including conflict relations. As a result of research, it was found that the security systems of a social network are nonlinear. Theoretical study of the dynamic behavior of an actual object requires the creation of its mathematical model. The procedure for developing a model is to compile mathematical equations based on physical laws. These laws are stated in the language of differential equations. Phase portraits of the data security system in the MATLAB/Multisim program, which indicate the stability of a security system in the working range of parameters even at the maximum value of the impacts, were determined. Thus, the influence of users’ interaction parameters on the parameters of the system of social network security was explored. Such study is useful and important in terms of information security in the network, since the parameters of users’ interaction significantly affect, up to 100 %, the security indicator.

Methodology for Calculating the Index of Protection of a Social Media from its Centrality

“…Articles [2,4] present a nonlinear model of the security system. The dependence of the protection indicator on the interaction between actors is investigated.…”

“…where 2 L , 3 L etc., 2 K , 3 K etc.some linear operators. Similarly, to [1,2,4], we use the method of sequential approximation and introduce nonlinear components of (3), taking into account the slight nonlinearity of the information security system:…”

“…4, 5 shows volumetric graphs by dependency. Similarly, to [1,2,4], we solve the homogeneous (8) and characteristic (9) equations:…”

Metoda Obliczania Wskaźnika Bezpieczeństwa Informacji W Mediach Społecznościowych Z Uwzględnieniem Długości Ścieżki Między Klientami

“…The closest in meaning, works [1,2,5,8,9]. In work [2], the analysis of the impact, taking into account the duration of the path between clients and other characteristics of the SM on the ISI was performed.…”

Development of a method for calculation of information protection from the clustering coefficient and information flow in social networks

“…In [1] a method of determining trust and protection of personal data in social networks was developed. In research [4,5] the clustering coefficients for social networks, including power ones, are considered. In [6] the system of protection of the social network from the indicators of the relationship between users and the amount of information flow is studied.…”