Applied Mathematics and Nonlinear Sciences
Journal license

Journal

Applied Mathematics and Nonlinear Sciences


Volume
& Issue

Volume 8, Issue 1


Published
on

June 19, 2023


Pages

2433-2442


DOI

Article

Computer Security Active Defense Technology Based on Bayesian Model


Authors

Zhiyu Liu Affiliation:
Department of Computer Science and Technology, Mudanjiang Normal University, Mudanjiang, Heilongjiang, 157011, China.
, Baoying Ma Affiliation:
College of Health Management, Mudanjiang Medical University, Mudanjiang, Heilongjiang, 157011,China.
, Jun Xing Affiliation:
Department of Computer Science and Technology, Mudanjiang Normal University, Mudanjiang, Heilongjiang, 157011, China.
and Wangcheng Cao Affiliation:
Department of Computer Science and Technology, Mudanjiang Normal University, Mudanjiang, Heilongjiang, 157011, China.


Abstract

The existing active defense technology based on game theory is mainly based on static games. This method can not adapt to the dynamic change of the attacker’s attacking intent and tactics. Based on the non-cooperative and non-zero-sum dynamic game theory, a complete Bayesian system of emotional game bodies is established. Use the “virtual node” to transform the attack and defense chart into a tree structure of the attack and defense game. An attack and defense strategy suitable for integrity and incompleteness is given. The experimental simulation results show that the seven comprehensibilities and usability of Nash equilibrium solutions optimized by Bayesian subgames are well obtained


Keywords

Network security, Bayesian model, Active defense, Dynamic game, Nash equilibrium, 62C10


Citation

Liu, Z., Ma, B., Xing, J., & Cao, W. (2023). Computer security active defense technology based on bayesian model. Applied Mathematics and Nonlinear Sciences, 8(1), 2433–2442. https://doi.org/10.2478/amns.2023.1.00424

Published by: Engineering Journals

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