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基于前景理论的行为安全博弈

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本文基于前景理论在博弈的框架下研究了行为感知概率对网络化系统中攻防资源配置的影响。首先,在理性决策情形下,通过融合物理系统、执行器攻击和资源分配模型,构建了一个新的安全博弈框架。其次,针对决策者依靠感知概率而非真实概率进行主观决策的情形,基于前景理论构造了行为安全博弈模型。然后,建立了安全博弈和行为安全博弈下期望收益函数关于攻防资源凹凸性的充要条件,并深入分析和比较了安全博弈和行为安全博弈下攻防资源最优配置的存在性和唯一性以及行为概率对安全博弈的影响。最后以无人机群为例进行了仿真,验证了所提方法的有效性。
Prospect theory-based behavioral security game
This paper studies the influence of behavioral perceived probability on the allocation of attack and defense resources in networked systems based on prospect theory under a game framework.For rational decision-makers,a new security game framework is constructed by integrating the models of the physical system,network attack,and resource allocation.Then,for irrational decision-makers whose decisions depend on perceived rather than true probability,a behavioral security game model is established using prospect theory.Furthermore,in security and behavioral security games,a sufficient and necessary condition is provided to guarantee the convexity and concavity of the expected payoff function with respect to attack and defense resources.Based on this condition,the existence and uniqueness of the optimal allocation of attack and defense resources are analyzed in depth and compared for security and behavioral security games.Furthermore,the effect of behavioral probability on security game is presented.Finally,a simulation example of an unmanned aerial vehicle swarm is taken to demonstrate the effectiveness of the proposed results.

actuator attacksprospect theoryresource allocationsecurity gamebehavioral security game

路石、杨浩、姜斌

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南京航空航天大学自动化学院,南京 211106

执行器攻击 前景理论 资源分配 安全博弈 行为安全博弈

国家自然科学基金国家自然科学基金

6207316562233009

2024

中国科学F辑
中国科学院,国家自然科学基金委员会

中国科学F辑

CSTPCD北大核心
影响因子:1.438
ISSN:1674-5973
年,卷(期):2024.54(1)
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