基于蜜罐的智能电网最佳防御策略选择

Beibei Li, Yaxin Shi, Qinglei Kong, Chao Zhai, Yuankai Ouyang
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引用次数: 0

摘要

近年来,智能电网日益成为备受瞩目的网络攻击目标。为了更好地了解网络威胁形势,蜜罐已被广泛应用于智能电网安全社区,即识别未经授权的渗透尝试并观察此类活动中的行为。在本文中,我们提出了一种基于新型随机博弈的智能电网蜜罐最优防御策略选择方法。具体来说,攻击者和智能电网防御者之间的相互作用是通过我们设计的随机博弈来捕获的,这是一种不完全信息的非合作二人博弈。我们考虑了来自智能电网防御者的各种可能的防御和来自攻击者的攻击策略。然后利用随机博弈模型计算纳什均衡,推导出智能电网防御者的最优防御策略。大量的仿真实验证明了该方案的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Honeypot-Enabled Optimal Defense Strategy Selection for Smart Grids
Smart grids have been increasingly spotted as high-profile targets of cyber assaults over the years. To better understand the cyber threat landscape, honeypots have been widely used in the smart grid security community, i.e., identifying unauthorized penetration attempts and observing the behaviors in such activities. In this paper, we propose a honeypot-enabled optimal defense strategy selection approach for smart grids, based on a novel stochastic game. Specifically, the interactions between the attacker and smart grid defender are captured using our designed stochastic game, a non-cooperative two-player game with incomplete information. We take into account various possible defenses from a smart grid defender and offensive strate-gies from the attacker. Then the Nash equilibrium is calculated by the stochastic game model, which is derived exhibiting an optimal defense strategy for the smart grid defender. Extensive simulation experiments demonstrate the effectiveness of the proposed scheme.
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