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Real-Time Detection of Hybrid and Stealthy Cyber-Attacks in Smart Grid

机译:智能电网中混合式和隐身网络攻击的实时检测

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摘要

For a safe and reliable operation of the smart grid, timely detection of cyber-attacks is of critical importance. Moreover, considering smarter and more capable attackers, robust detection mechanisms are needed against a diverse range of cyber-attacks. With these purposes, we propose a robust online detection algorithm for (possibly combined) false data injection and jamming attacks, that also provides online estimates of the unknown and time-varying attack parameters and recovered state estimates. Further, considering smarter attackers that are capable of designing stealthy attacks to prevent the detection or to increase the detection delay of the proposed algorithm, we propose additional countermeasures. Numerical studies illustrate the quick and reliable response of the proposed detection mechanisms against hybrid and stealthy cyber-attacks.
机译:为了安全可靠地运行智能电网,及时检测网络攻击至关重要。此外,考虑到更聪明,更强大的攻击者,需要针对各种网络攻击的鲁棒检测机制。出于这些目的,我们提出了一种健壮的在线检测算法,用于(可能是组合的)错误数据注入和干扰攻击,该算法还提供未知和时变攻击参数的在线估计以及恢复的状态估计。此外,考虑到能够设计隐形攻击以防止检测到或增加所提出算法的检测延迟的更聪明的攻击者,我们提出了额外的对策。数值研究表明,提出的检测机制对混合式和隐式网络攻击具有快速而可靠的响应。

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