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Optimal Strategy for Cyberspace Mimic Defense Based on Game Theory

机译:基于博弈论的网络空间模拟防御最优策略

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摘要

Traditional defensive techniques are usually static and passive, and appear weak to confront highly adaptive and stealthy attacks. As a novel security theory, Cyberspace Mimic Defense (CMD) creates asymmetric uncertainty that favors the defender. CMD constructs multiple executors which are diverse functional equivalent variants for the protected target and arbitral mechanism. In this way, CMD senses the results of current running executors and changes the attack surface. Although CMD enhances the security of systems, there are still some critical gaps with respect to design a defensive strategy under costs and security. In this paper, we propose a dual model to dynamically select the number of executors being reconfigured according to the states of the executors. First, we establish a Markov anti-attack model to compare the effects of CMD under different types of attack. Then, we use a dynamic game of incomplete information to determine the optimal strategy, which achieves the balance of the number of reconfiguration and security. Finally, experimental results show that our dual model reduces defensive costs while guarantees security.
机译:传统的防御技术通常是静态和被动的,并且似乎很薄弱地面对高度适应性和隐形的攻击。作为一种新的安全理论,网络空间模仿防御(CMD)创造了不对称的不确定性,使防守者有利于。 CMD构造多个执行器,这些执行器是受保护的目标和仲裁机制的不同功能等效变体。以这种方式,CMD感测电流运行执行器的结果并改变攻击表面。虽然CMD增强了系统的安全性,但在成本和安全性下设计防御战略仍然存在一些关键差距。在本文中,我们提出了一种双模型来动态地选择根据求助者的状态进行重新配置的执行者数量。首先,我们建立了马尔可夫反攻击模型,以比较CMD在不同类型的攻击下的影响。然后,我们使用不完整信息的动态游戏来确定最佳策略,这实现了重新配置和安全性的余额。最后,实验结果表明,我们的双模型可在保证安全时降低防御性成本。

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