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Game Theoretic Honeypot Deployment in Smart Grid

机译:智能电网中的游戏理论蜜罐部署

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摘要

The smart grid provides advanced functionalities, including real-time monitoring, dynamic energy management, advanced pricing mechanisms, and self-healing, by enabling the two-way flow of power and data, as well as the use of Internet of Things (IoT) technologies and devices. However, converting the traditional power grids to smart grids poses severe security challenges and makes their components and services prone to cyber attacks. To this end, advanced techniques are required to mitigate the impact of the potential attacks. In this paper, we investigate the use of honeypots, which are considered to mimic the common services of the smart grid and are able to detect unauthorized accesses, collect evidence, and help hide the real devices. More specifically, the interaction of an attacker and a defender is considered, who both optimize the number of attacks and the defending system configuration, i.e., the number of real devices and honeypots, respectively, with the aim to maximize their individual payoffs. To solve this problem, game theoretic tools are used, considering an one-shot game and a repeated game with uncertainty about the payoff of the attacker, where the Nash Equilibrium (NE) and the Bayesian NE are derived, respectively. Finally, simulation results are provided, which illustrate the effectiveness of the proposed framework.
机译:智能电网提供先进的功能,包括实时监控,动态能量管理,先进的定价机制,通过实现双向电力和数据以及使用互联网(物联网)的使用技术和设备。然而,将传统电网转换为智能电网造成严重的安全挑战,并使他们的组件和服务容易发生网络攻击。为此,需要先进的技术来减轻潜在攻击的影响。在本文中,我们调查了蜜罐的使用,被认为模仿智能电网的公共服务,并且能够检测未经授权的访问,收集证据,并帮助隐藏真实设备。更具体地说,考虑了攻击者和防守者的互动,他们都分别优化了攻击次数和防守系统配置,即,实际设备和蜜罐的数量,其目的是最大化其各个收益。为了解决这个问题,使用游戏理论工具,考虑一个单次游戏和一个不确定的攻击者的支付的反复游戏,分别导出纳什均衡(NE)和贝叶斯NE的不确定性。最后,提供了仿真结果,其说明了所提出的框架的有效性。

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