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- © Vilnius University, 2002-2017
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- © University of Latvia, 2002-2017
Article
SIMULATION OF ENTERPRISE INFORMATION SECURITY DECISION-MAKING TRILATERAL GAME BASED ON Q-LEARNING AND CELLULAR AUTOMATA
Xiang Liu, Jia Liu, Tianqi Wen
ABSTRACT. Information Security plays a pivotal role in the operation and development of enterprises. Trading of information between internal employees and external competitors of the enterprise is one of the main channels of enterprise information leakage. This paper establishes a trilateral game model in which the players are the enterprise, employee and competitor. Then, it puts forward a solution method of the model based on Q-learning algorithm. Afterwards, it utilizes cellular automata to simulate the solving process of the game model. Eventually, it proposes an information security maintenance principle and a data-based information protection system for enterprises.
KEYWORDS: enterprise information security, trilateral game, Q-learning, cellular automata.