A Framework for Game Theoretic Model for Cyber Treats Prevention

Abstract

Abstract The dynamic nature of cyber treatspresents formidable challenges in thwarting and managing cyberspace. Conventional security measures often lag-behind swiftly evolving tactics employed by cybercriminals, necessitating a more proactive approach. This paper introduces a framework that advocates for the integration of game theoretic models to introducestrategies for preventing cyber threats. The framework explores how attackers and defenders interact in the cyber using ideas from Non-Cooperative Non-Zero-Sum game theory and linear algebra was used to formulate the model. By comprehensively analyzing and modeling the decision-making processes of both parties, it becomes possible to implement proactive measures that fortify cybersecurity defenses. Two distinct performance metrics—residual energy and success rate—were used to assess the model's effectiveness. The results show that, under realistic assumptions, the model developed obtained an amazing success rate of 99.65%. This implies that a non-cooperative non-zero-sum approach can be put into place to improve the system's defence against cyber threats.