.png){kind=icon}
返回
Integrity attacks on remote estimation with spatial-temporal information sources
.png){kind=icon}
PRE
AI
DOI：10.1016/j.automatica.2023.111172.png)
.png){kind=icon}
原文求助.png){kind=icon}
分享.png){kind=icon}
收藏
摘要
En 中文
This paper considers the design issue of optimal integrity attacks on remote estimation with multiple information sources in cyber-physical systems. The specific scenario is that the smart sensors transmit innovations via a wireless network to the remote estimator. There are two types of sensors-safe and suspicious ones, where the innovations of safe sensors have no possibility of being modified by a malicious attacker, but the innovations from suspicious sensors may be intercepted and modified. The typical integrity attacks focus on utilizing the innovations of suspicious sensors and current innovations, which underutilize the available information that limits the impact on remote estimation and may be exposed under mutual verification between safe and suspicious sensors. Consequently, we propose a stealthy integrity attack with a finite horizon of historical data from both types of sensors, i.e., the so-called integrity attack with spatial-temporal information sources, which further enhances the effectiveness of integrity attacks. The stealthiness constraints and the corresponding estimation error covariances under the proposed attacks are obtained. The analytical expressions of optimal integrity attack strategies are derived by maximizing the estimation error under stealthiness constraints. In addition, we investigate the properties of the optimal integrity attack strategies when the attacks occur consecutively. Finally, some numerical simulations are presented to demonstrate the effectiveness of the obtained results.
Keyword:
Cyber-physical systems
Integrity attacks
Multiple information sources
Remote estimation
期刊
IF:
5.9
论文数:
1.2W
被引数:
5.2W
机构
引用论文
Cyber-physical systems architectures for industrial internet of things applications in Industry 4.0: A literature review工业4.0中工业物联网应用的信息物理系统架构: 文献综述
PREAI
分享收藏State estimation under false data injection attacks: Security analysis and system protection虚假数据注入攻击下的状态估计: 安全分析与系统防护.png)
AUTOMATICA
OAAI
AUTOMATICAIF5.9
OAAI分享收藏A survey on security control and attack detection for industrial cyber-physical systems工业网络物理系统安全控制与攻击检测综述NEUROCOMPUTING
NEUROCOMPUTINGIF6.5
PREAI
分享收藏Optimal stealthy integrity attacks on remote state estimation: The maximum utilization of historical dataAUTOMATICA
AUTOMATICAIF5.9
PREAI
分享收藏Stochastic Geometry Analysis of Spatial-Temporal Performance in Wireless Networks: A Tutorial无线网络时空性能的随机几何分析: 教程
OAAI
OAAI分享收藏
查看更多内容