ARTICLE
TITLE

Development of the model of the antagonistic agents behavior under a cyber conflict

SUMMARY

The results of the development of the model of the antagonistic agents behavior in a cyber conflict are presented. It is shown that the resulting model can be used to analyze investment processes in security systems, taking into account the assumption that investment processes are significantly influenced by the behavior of parties involved in a cyber conflict.General approaches to model development are presented. First of all, the system of concepts, assumptions and limitations is formed, within the framework of which a mathematical model of behavior must be developed. Taking this into account, the mathematical model of the conflicting agents behavior, presented in the form of algebraic and differential equations, is developed. The developed model presents both the technical characteristics of the security system and the psychological characteristics of the participants in the cyber conflict, which affect the financial characteristics of the investment processes in cybersecurity systems. A distinctive feature of the proposed model is the simultaneous consideration of the behavior of the parties to a cyber conflict not as independent parties, but as agents mutually interacting with each other. The model also makes it possible to simulate the destabilizing effect of the confrontation environment disturbances on the behavior of the conflicting parties, changing the degree of vulnerability of the cybersecurity system along various attack vectors and the level of their success.Using the developed model, simulation modeling of the interacting agents behavior in a cyber conflict is performed. The simulation results showed that even the simplest behavior strategies of the attacking side (“the weakest link”) and the defense side (“wait and see”) make it possible to ensure information security of the business process loop.The developed model of interaction between the attacker and the defender can be considered as a tool for modeling the processes of the conflicting parties behavior when implementing various investment scenarios. The simulation results enable decision-makers to receive support regarding the direction of investment in the security of the business process loop.

 Articles related

Oleg M. Spirin, Svitlana M. Ivanova, Anna V. ?atsyshyn; Liliia A. Luparenko; Anna F. Dudko, Alla V. Kilchenko    

The use of open electronic scientific and educational systems are a powerful support tool for research. The authors of the article have developed and substantiated the model for using these systems for the development of researchers' information and... see more


Oleksandr V. Kanivets, Irina ?. Kanivets, Natalia V. Kononets, Tetyana ?. Gorda    

The article deals with the issue on the implementation of mobile learning within the framework of the introduction of the concept of resource-based learning in higher education. Based on research analysis, it is concluded that mobile learning is interpre... see more


Mykyta Volodarets,Igor Gritsuk,Yevhen Ukrainskyi,Vitalii Shein,Oleksii Stepanov,Igor Khudiakov,Maksym Ahieiev,Vladimir Vychuzhanin,Oleh Smyrnov,Olexii Saraiev    

In connection with the active development of information systems in transport, it becomes necessary to integrate vehicles, infrastructure and humans into a single information network. The V2I system of information analysis for monitoring and controlling ... see more


Igor Nevliudov,Vladyslav Yevsieiev,Svitlana Maksymova,Inna Filippenko    

Modern highly technological production puts forward new requirements and approaches to the implementation of the Industry 4.0 concept. To achieve this, it is necessary to develop a cyber-physical production system that would make it possible to fully tak... see more


Oleksandr Milov,Serhii Yevseiev,Andrii Vlasov,Sergey Herasimov,Oleh Dmitriiev,Maksym Kasianenko,Hennady Pievtsov,Yevhen Peleshok,Yuliia Tkach,Serhii Faraon    

The results of the development of tools for scenario modeling based on formal grammars are presented. The works related to various ways of scenario description in their development systems are analyzed. For the natural language description of scenarios, ... see more