Interdependent security games in the Stackelberg style: how first-mover advantage impacts free riding and security (under-)investment

IF 2.9 Q1 SOCIAL SCIENCES, INTERDISCIPLINARY Journal of Cybersecurity Pub Date : 2024-06-28 DOI:10.1093/cybsec/tyae009
Ziyuan Huang, Parinaz Naghizadeh, Mingyan Liu
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Abstract

Network games are commonly used to capture the strategic interactions among interconnected agents in simultaneous moves. The agents’ actions in a Nash equilibrium must take into account the mutual dependencies connecting them, which is typically obtained by solving a set of fixed point equations. Stackelberg games, on the other hand, model the sequential moves between agents that are categorized as leaders and followers. The corresponding solution concept, the subgame perfect equilibrium, is typically obtained using backward induction. Both game forms enjoy very wide use in the (cyber)security literature, the network game often as a template to study security investment and externality—also referred to as the interdependent security games—and the Stackelberg game as a formalism to model a variety of attacker–defender scenarios. In this study, we examine a model that combines both types of strategic reasoning: the interdependency as well as sequential moves. Specifically, we consider a scenario with a network of interconnected first movers (firms or defenders, whose security efforts and practices collectively determine the security posture of the eco-system) and one or more second movers, the attacker(s), who determine how much effort to exert on attacking the many potential targets. This gives rise to an equilibrium concept that embodies both types of equilibria mentioned above. We will examine how its existence and uniqueness conditions differ from that for a standard network game. Of particular interest are comparisons between the two game forms in terms of effort exerted by the defender(s) and the attacker(s), respectively, and the free-riding behavior among the defenders.
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斯塔克尔伯格式相互依存的安全博弈:先行者优势如何影响搭便车和安全(投资不足)问题
网络博弈通常用于捕捉相互关联的代理人在同时行动中的战略互动。在纳什均衡中,代理人的行动必须考虑到他们之间的相互依赖关系,这通常是通过求解一组固定点方程获得的。另一方面,斯塔克尔伯格博弈模拟的是被划分为领导者和追随者的代理人之间的顺序行动。相应的解概念,即子博弈完全均衡,通常是通过逆向归纳法得到的。这两种博弈形式在(网络)安全文献中都有非常广泛的应用,网络博弈通常是研究安全投资和外部性的模板,也被称为相互依存的安全博弈,而斯塔克尔伯格博弈则是模拟各种攻击者-防御者情景的形式主义。在本研究中,我们研究了一种结合了这两种战略推理的模型:相互依赖和顺序移动。具体来说,我们考虑的情景是由相互连接的先行者(企业或防御者,其安全努力和实践共同决定了生态系统的安全态势)和一个或多个后行者(攻击者)组成的网络,后者决定在攻击众多潜在目标时需要付出多少努力。这就产生了一个平衡概念,它体现了上述两类平衡。我们将研究它的存在性和唯一性条件与标准网络博弈的存在性和唯一性条件有何不同。尤其值得关注的是,这两种博弈形式分别在防御方和攻击方所付出的努力以及防御方的搭便车行为方面的比较。
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来源期刊
Journal of Cybersecurity
Journal of Cybersecurity SOCIAL SCIENCES, INTERDISCIPLINARY-
CiteScore
6.20
自引率
2.60%
发文量
0
审稿时长
18 weeks
期刊介绍: Journal of Cybersecurity provides a hub around which the interdisciplinary cybersecurity community can form. The journal is committed to providing quality empirical research, as well as scholarship, that is grounded in real-world implications and solutions. Journal of Cybersecurity solicits articles adhering to the following, broadly constructed and interpreted, aspects of cybersecurity: anthropological and cultural studies; computer science and security; security and crime science; cryptography and associated topics; security economics; human factors and psychology; legal aspects of information security; political and policy perspectives; strategy and international relations; and privacy.
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