Output-Based Secure Control Under False Data Injection Attacks

Lezhong Xu;Hongming Zhu;Kang Guo;Yabin Gao;Chengwei Wu
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Abstract

This paper investigates the problem of cyber-physical systems in the presence of false data injection attacks. When the communication network connects the controller and the actuator, malicious adversaries can execute false data injection attacks to modify the control commands, deteriorating the performance of the system. A more general attack model is established to describe false data injection attacks including multiplicative and additive attacks. To effectively mitigate such attacks, an output-based secure controller is designed. Sufficient criteria are derived to guarantee that the cyber-physical system under such attacks is stochastically stable. Furthermore, a condition is proposed to design the secure control gain using singular value decomposition, providing a more specific form of the controller. Finally, simulation results are provided to illustrate the effectiveness of the proposed secure control scheme.
虚假数据注入攻击下基于输出的安全控制
本文研究了存在虚假数据注入攻击的网络物理系统问题。当通信网络连接控制器和执行器时,恶意攻击者可以实施虚假数据注入攻击来修改控制命令,从而降低系统性能。本文建立了一个更通用的攻击模型来描述虚假数据注入攻击,包括乘法攻击和加法攻击。为有效缓解此类攻击,设计了一种基于输出的安全控制器。推导出足够的标准来保证网络物理系统在此类攻击下的随机稳定性。此外,还提出了利用奇异值分解设计安全控制增益的条件,从而提供了一种更具体的控制器形式。最后,还提供了仿真结果,以说明所提安全控制方案的有效性。
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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