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A formal model for verifying stealthy attacks on state estimation in power grids

机译:用于验证电网状态估计的正式模型

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The power system state estimation is very important for maintaining the power system securely, reliably, and efficiently. An attacker can compromise meters or communication systems and introduce false measurements, which can evade existing bad data detection algorithms and lead to incorrect state estimation. This kind of stealthy attack is well-known as Undetected False Data Injection (UFDI) attack. However, attackers usually have different constraints with respect to knowledge, capabilities, resources, and attack targets. These attack attributes are important to consider in order to know the potential attack vectors. In this paper, we propose a formal model for UFDI attack verification in order to provide security analytics for power grid state estimation. Our model formalizes the grid information and different constraints, particularly with respect to attackers' point of view. The solution to the model provides an attack vector, when it exists, by satisfying the given constraints. We demonstrate our UFDI attack verification model with the help of an example. We evaluated our proposed model by running experiments on different IEEE test systems and we found that our model is very efficient in solving problems with hundreds of buses.
机译:电力系统状态估计对于维持电力系统的安全性,可靠性,可靠性和有效地是非常重要的。攻击者可以危及仪表或通信系统并引入错误测量,这可以避免现有的不良数据检测算法并导致不正确的状态估计。这种隐形攻击是众所周知的未被发现的假数据注射(UFDI)攻击。然而,攻击者通常对知识,能力,资源和攻击目标具有不同的限制。这些攻击属性对于考虑潜在攻击向量非常重要。在本文中,我们提出了一个正式的UFDI攻击验证模型,以便为电网状态估计提供安全分析。我们的模型将网格信息和不同的约束形式形式,特别是关于攻击者的观点。通过满足给定的约束,模型的解决方案提供了攻击矢量。我们在一个例子的帮助下展示了UFDI攻击验证模型。我们通过在不同IEEE测试系统上运行实验来评估我们提出的模型,我们发现我们的模型非常有效地解决数百名公共汽车的问题。

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