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Defense Strategies for Asymmetric Networked Systems with Discrete Components

机译:具有离散组件的非对称网络系统的防御策略

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摘要

We consider infrastructures consisting of a network of systems, each composed of discrete components. The network provides the vital connectivity between the systems and hence plays a critical, asymmetric role in the infrastructure operations. The individual components of the systems can be attacked by cyber and physical means and can be appropriately reinforced to withstand these attacks. We formulate the problem of ensuring the infrastructure performance as a game between an attacker and a provider, who choose the numbers of the components of the systems and network to attack and reinforce, respectively. The costs and benefits of attacks and reinforcements are characterized using the sum-form, product-form and composite utility functions, each composed of a survival probability term and a component cost term. We present a two-level characterization of the correlations within the infrastructure: (i) the aggregate failure correlation function specifies the infrastructure failure probability given the failure of an individual system or network, and (ii) the survival probabilities of the systems and network satisfy first-order differential conditions that capture the component-level correlations using multiplier functions. We derive Nash equilibrium conditions that provide expressions for individual system survival probabilities and also the expected infrastructure capacity specified by the total number of operational components. We apply these results to derive and analyze defense strategies for distributed cloud computing infrastructures using cyber-physical models.
机译:我们考虑的基础设施由系统网络组成,每个系统都由离散的组件组成。网络在系统之间提供了至关重要的连接,因此在基础架构操作中扮演着至关重要的,不对称的角色。系统的各个组件可能会受到网络和物理手段的攻击,并且可以得到适当增强以抵御这些攻击。我们提出了确保基础架构性能作为攻击者和提供者之间的游戏的问题,攻击者和提供者分别选择要攻击和增强的系统和网络组件的数量。攻击和增援的成本和收益使用求和形式,产品形式和复合效用函数来表征,每个函数均由生存概率项和组件成本项组成。我们对基础架构内的相关性进行两级刻画:(i)总体故障关联函数指定了给定单个系统或网络故障的基础架构故障概率,以及(ii)系统和网络的生存概率满足使用乘数函数捕获组件级相关性的一阶微分条件。我们推导了纳什均衡条件,该条件为单个系统的生存概率以及由操作组件总数指定的预期基础结构容量提供了表达式。我们将这些结果应用到使用网络物理模型得出和分析分布式云计算基础架构的防御策略。

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