微电网在虚假数据注入攻击下的增量检测机制

Incremental Detection Mechanism of a Microgrid under False Data Injection Attacks

  • 摘要: 针对微电网环境下虚假数据注入攻击的状态估计问题,提出了一种基于分析状态测量值增量的攻击检测机制.在假设系统稳态的情况下,对系统测量值的增量,进行关于χ2的假设检验,能够有效检测出精心设计的攻击.对本文提出的方法在Matlab中进行仿真,实验结果表明在特定的系统情况下,对于非恒定的攻击,该方法能提高检测出攻击的成功率.

     

    Abstract: In this study, we propose an attack detection mechanism based on the incremental analysis of state measurements to solve the problem of state estimation of the false data injection attacks in microgrid environments. By assuming the steady state of the system, the increment of the measured value of the system can be detected by χ2 hypothesis testing, which can effectively detect well-designed attacks. We simulated the proposed method in Matlab. The experimental results denote that the proposed method can improve the detection accuracy of unsteady attacks under specific system conditions.

     

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