EDoS eye: A game theoretic approach to mitigate economic denial of sustainability attack in cloud computing

F. Chowdhury, M. Idris, M. L. M. Kiah, M. Ahsan
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引用次数: 16

Abstract

Economic denial of sustainability (EDoS) is an emerging threat of cloud computing. This new form of attack is a breed of DDoS attack that exploits the volatility of cloud consumers utility cost model. EDoS attackers fraudulently consume resources that result multiple cloud instances due to auto scaling feature of cloud. Consequently, affected cloud consumer ends up with an excessive amount of payment which may lead towards insolvency. In addition, benign cloud users experience gradual service degradation. In this paper, we introduce a novel approach to combat EDoS attack using game theory. We model an interactive game between the attacker and defender by creating static game scenario. Our proposed analytical model named EDoS Eye able to find an optimal strategic threshold value through Nash equilibrium. This threshold value can block EDoS traffic efficiently. Moreover, honeypot incorporation in our model reduce the false rate. Simulation results further ensure the efficacy of our model.
EDoS之眼:减轻云计算中经济拒绝可持续性攻击的博弈论方法
经济可持续性拒绝(EDoS)是云计算的一个新兴威胁。这种新形式的攻击是DDoS攻击的一种,它利用了云消费者效用成本模型的波动性。由于云的自动扩展特性,ddos攻击者欺骗性地消耗资源,从而产生多个云实例。因此,受影响的云用户最终会支付过多的款项,这可能导致资不抵债。此外,良性的云用户会经历逐渐的服务退化。本文提出了一种利用博弈论对抗电子攻击的新方法。我们通过创建静态游戏场景来模拟攻击者和防御者之间的互动游戏。我们提出的EDoS Eye分析模型能够通过纳什均衡找到最优的战略阈值。该阈值可以有效地阻断EDoS流量。此外,在我们的模型中加入蜜罐可以降低误报率。仿真结果进一步验证了模型的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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