Development of methodology for modeling the interaction of antagonistic agents in cybersecurity systems
Journal Title: Восточно-Европейский журнал передовых технологий - Year 2019, Vol 2, Issue 9
Abstract
<p>The basic concepts that form the basis of integrated modeling of the behavior of antagonistic agents in cybersecurity systems are identified. It is shown that the emphasis is largely on modeling the behavior of one of the cyber conflict parties only. In the case when the interaction of all parties to the conflict is considered, the approaches used are focused on solving particular problems, or they model a simplified situation.</p><p>A methodology for modeling the interaction of antagonistic agents in cybersecurity systems, focused on the use of a multi-model complex with elements of cognitive modeling, is proposed. For this objective, the main components of cyber conflict are highlighted, the models of which must be developed. Modeling the interaction of antagonistic agents is proposed to be implemented as a simulation of situations. The concept of a situation is formulated and its components are presented.</p><p>In the proposed methodology, traditional methods and modeling tools are not opposed, but are considered together, thus forming a unified methodological basis for modeling the antagonistic agents’ behavior.</p><p>In the proposed multi-model complexes, the individual elements and functions of the entities under study are described using various classes of models at a certain level of detail. Coordinated use of various models allows improving the quality of modeling by compensating for the shortcomings of some models by the advantages of others, in particular, reflecting the dynamics of interaction in system-dynamic and agent-based models, which is difficult in classical models of game theory.</p><p>Multi-model complexes allow stating the concept of «virtual modeling». This concept allows simulation using models of various classes. The choice of a class of models should correspond to the goals and objectives of modeling, the nature and structure of the source data.</p>As a result of research, a methodology is proposed for modeling the interaction of antagonistic agents in cybersecurity systems using methods based on the proposed models of the reflective behavior of antagonistic agents under modern hybrid threats conditions
Authors and Affiliations
Oleksandr Milov, Alexander Voitko, Iryna Husarova, Oleg Domaskin, Yevheniia Ivanchenko, Ihor Ivanchenko, Olha Korol, Hryhorii Kots, Ivan Opirskyy, Oleksii Fraze-Frazenko
Keywords
Related Articles
- EP ID EP666326
- DOI 10.15587/1729-4061.2019.164730
- Views 80
- Downloads 0
Mathematical model of obtaining a hydrocarbon fuel based on the fischertropsch pathway in a stationary layer of the cobaltbased catalyst
<p>Studying the kinetics of the Fischer-Tropsch process is a rather important task, since this process is very sensitive to the temperature mode, as well as to the characteristics of the catalyst. In addition, a given pr...
Search for the dualfrequency motion modes of a dualmass vibratory machine with a vibration exciter in the form of passive autobalancer
<p>We analytically investigated dynamics of the vibratory machine with rectilinear translational motion of platforms and a vibration exciter in the form of a ball, a roller, or a pendulum auto-balancer.</p><p>The existen...
Construction of a method for predicting the number of enterobacteria in milk using artifical neural networks
<p>It is now established that artificial neural networks (ANNs) provide better simulation and prediction of the number of microorganisms in raw materials and foodstuffs. In this case, ANNs could be used as informative, f...
Determining rational parameters of the capacitive energy storage system for the underground railway rolling stock
<p>An approach was proposed for determining rational parameters of the on-board capacitive energy storage for the underground railway rolling stock with recuperation systems. The essence of the approach is to determine t...
Examining the efficiency of electrochemical purification of storm wastewater at machinebuilding enterprises
<p class="a">We have examined the composition of polluted storm water discharged from the territory of a machinebuilding enterprise. It was established that the territory was unevenly polluted, with the surface wastewat...