信息安全研究 ›› 2023, Vol. 9 ›› Issue (9): 892-.

• 学术论文 • 上一篇    下一篇

无线网络传输中针对线性欺骗攻击的检测策略

叶娜任祝   

  1. (浙江理工大学信息科学与工程学院杭州310018)
  • 出版日期:2023-09-17 发布日期:2023-10-04

Detection for Linear Deception Attacks in Wireless Network Transmission

  • Online:2023-09-17 Published:2023-10-04

摘要: 在无线网络传输数据的过程中,信息物理系统一旦受到线性欺骗攻击就会给社会带来巨大的损失.因此研究的是多传感器信息物理系统下的安全检测问题.针对这一问题,首先讨论了传统χ2检测器的局限性.然后提出一种基于相似度度量的检测方案,通过比较每2个传感器估计值之间的相似度以及每个传感器与整个系统估计值之间的相似度来检测系统是否受到攻击.实验采用切比雪夫距离检测法进行MATLAB仿真.基于该检测方案的结果表明系统在受到攻击前后的检测值会发生变化,从而验证了该检测方案的有效性.

关键词: 信息物理系统, 卡尔曼滤波, 远程状态估计, 攻击与检测, 安全性

Abstract: In the process of transmitting data in wireless networks, once cyberphysical systems are attacked by linear deception attacks, which will bring huge losses to the society. This paper considers the security detection problem of multisensor systems. It first discusses the limitation of the traditional Chisquare detector. And then, a detection scheme based on similarity measure is proposed to detect whether the system is subject to attacks by comparing the similarities between the estimated values of each pair of sensors and the similarities between each sensor and the estimated value of the whole system. The experiment uses the Chebyshev distance detection method to carry out MATLAB simulation. The results show that based on this detection scheme, the detection value of the system will change before and after being attacked, which verifies the effectiveness of the detection scheme.

Key words: cyber physical systems;Kalman filter, remote state estimation, attack and detection;safety

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