JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE) ›› 2026, Vol. 61 ›› Issue (8): 77-84.doi: 10.6040/j.issn.1671-9352.0.2024.386

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Uncertainty problem of security same based on fuzzy logic approach

CHEN Ling   

  1. School of Mathematics and Statistics, Taiyuan Normal University, Jinzhong 030619, Shanxi, China
  • Published:2026-08-12

Abstract: This paper establishes a two-stage fuzzy logic reasoning system. In the first stage, the model expresses the factors that affect the attackers behavior through fuzzy sets. In the first stage, fuzzy logic system inputs those fuzzy sets and outputs the results based on fuzzy inference rules. In the second stage, the output results obtained in the first stage and the defender's benefit parameters are used as input parameters for the fuzzy logic system, and the final defender deployment strategy is inferred through fuzzy logic inference system.

Key words: fuzzy logic system, security games model, decision under uncertainty

CLC Number: 

  • O225
[1] Conitzer V, Sandholm T. Computing the optimal strategy to commit to[C] // Proceedings of the 7th ACM conference on Electronic commerce. Michigan: ACM, 2006:82-90.
[2] Cheung K F, Michael G H. Attacker-defender model against quantal response adversaries for cyber security in logistics management: An introductory study[J]. European Journal of Operational Research, 2021, 291(2):471-481.
[3] An B, OrdÓÑE F, Tambe M, et al. A deployed quantal response-based patrol planning system for the U.S. Coast guard[J]. Interfaces, 2013, 43(5):400-420.
[4] Nguyen T H,Sinha A, Gholami S, et al. CAPTURE: a new predictive anti-poaching tool for wildlife protection[C] // Proceedings of the 15th International Joint Conference on Autonomous Agents and Multiagent Systems. Singapore: ACM, 2016:767-775.
[5] Nguyen T H, Wang Y, Sinha A, et al. Deception in finitely repeated security games[C] // Proceedings of the AAAI Conference on Artificial Intelligence. Hawaii: AAAI Press, 2019, 33(1):2133-2140.
[6] Chen Y, Deng X, Li Y. Optimal private payoff manipulation against commitment in extensive-form games[J]. Games and Economic Behavior, 2025, 149:118-147.
[7] Paruchuri P, Pearce J P, Marecki J, et al. Playing games for security: An efficient exact algorithm for solving BayesianStackelberg games[C] // Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems. Estoril: ACM, 2008:895-902.
[8] An B, Kempe D, Kiekintveld C, et al. Security games with limited surveillance[C] // Proceedings of the AAAI Conference on Artificial Intelligence. Toronto: AAAI, 2012, 26(1):1241-1248.
[9] Zadeh L A. Fuzzy sets[J]. Information and Control, 1965, 8(3):338-353.
[10] 姜英翰,徐晓瑞,柴文楠. 浅析模糊逻辑控制在工业机器人精确抓取中的应用[J]. 中国机械, 2024(19):80-83. Jiang Yinghan, Xu Xiaorui, Chai Wennan. Analysis of the application of fuzzy logic control in precise grasping of industrial robots[J]. Machine China, 2024(19):80-83.
[11] Pourjavad E, Shahin A. The application of Mamdani fuzzy inference system in evaluating green supply chain management performance[J]. International Journal of Fuzzy Systems, 2018, 20(3):901-912.
[12] 戚方丽,崔雪莲,那日萨. 基于在线评论的品牌再购意向模糊推理方法[J]. 山东大学学报(理学版), 2015, 50(7):17-22. Qi Fangli, Cui Xuelian, Na Risa. Research on fuzzy reasoning of brand repurchase intention based on the online reviews[J]. Journal of Shandong University(Natural Science), 2015, 50(7):17-22.
[13] 蔡礼权. 基于模糊逻辑推理行为树的游戏AI建模与应用[D]. 华南理工大学, 2017. Cai Liquan. Modeling and application of game ai based onfuzzy-logic inference behavior tree[D]. Guangzhou: South China University of Technology, 2017.
[14] Aplak H S, Orhant Ü R. Fuzzy logic based game theory applications in multi-criteria decision making process[J]. Journal of Intelligent & Fuzzy Systems, 2013, 25(2):359-371.
[15] Chhabra A, Vashishth V, Sharma D K. A fuzzy logic and game theory based adaptive approach for securing opportunistic networks against black hole attacks[J]. International Journal of Communication Systems, 2018, 31(4):1-23.
[16] Beke A, Kumbasar T. Type-2 fuzzy logic-based linguistic pursuing strategy design and its deployment to a real-world pursuit evasion game[J]. IEEE Transactions on Cybernetics, 2020, 50(1):211-221.
[1] GAO Qin,ZHANG Xing-fang,WANG Qing-ping . Provable degree of formula on theories in the propositional fuzzy logic system God [J]. J4, 2007, 42(10): 90-95 .
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