Cybersecurity Landscape on Remote State Estimation: A Comprehensive Review

doi:10.1109/JAS.2024.124257

CORC > 自动化研究所 > 中国科学院自动化研究所 > 学术期刊 > IEEE/CAA Journal of Automatica Sinica

	Cybersecurity Landscape on Remote State Estimation: A Comprehensive Review
	Jing Zhou; Jun Shang; Tongwen Chen
刊名	IEEE/CAA Journal of Automatica Sinica
	2024
卷号	11 期号:4 页码:851-865
关键词	Cyber-attacks Kalman filtering remote state estimation unreliable transmission channels
ISSN号	2329-9266
DOI	10.1109/JAS.2024.124257
英文摘要	Cyber-physical systems (CPSs) have emerged as an essential area of research in the last decade, providing a new paradigm for the integration of computational and physical units in modern control systems. Remote state estimation (RSE) is an indispensable functional module of CPSs. Recently, it has been demonstrated that malicious agents can manipulate data packets transmitted through unreliable channels of RSE, leading to severe estimation performance degradation. This paper aims to present an overview of recent advances in cyber-attacks and defensive countermeasures, with a specific focus on integrity attacks against RSE. Firstly, two representative frameworks for the synthesis of optimal deception attacks with various performance metrics and stealthiness constraints are discussed, which provide a deeper insight into the vulnerabilities of RSE. Secondly, a detailed review of typical attack detection and resilient estimation algorithms is included, illustrating the latest defensive measures safeguarding RSE from adversaries. Thirdly, some prevalent attacks impairing the confidentiality and data availability of RSE are examined from both attackers’ and defenders’ perspectives. Finally, several challenges and open problems are presented to inspire further exploration and future research in this field.
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/55361]
专题	自动化研究所_学术期刊_IEEE/CAA Journal of Automatica Sinica
推荐引用方式 GB/T 7714	Jing Zhou,Jun Shang,Tongwen Chen. Cybersecurity Landscape on Remote State Estimation: A Comprehensive Review[J]. IEEE/CAA Journal of Automatica Sinica,2024,11(4):851-865.
APA	Jing Zhou,Jun Shang,&Tongwen Chen.(2024).Cybersecurity Landscape on Remote State Estimation: A Comprehensive Review.IEEE/CAA Journal of Automatica Sinica,11(4),851-865.
MLA	Jing Zhou,et al."Cybersecurity Landscape on Remote State Estimation: A Comprehensive Review".IEEE/CAA Journal of Automatica Sinica 11.4(2024):851-865.