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Complete stealthiness false data injection attacks against dynamic state estimation in cyber-physical systems.

Authors :
Yang, Guang-Yuan
Li, Xiao-Jian
Source :
Information Sciences. Mar2022, Vol. 586, p408-423. 16p.
Publication Year :
2022

Abstract

This paper is concerned with the design of complete stealthiness false data injection (FDI) attacks in cyber-physical systems with Kullback-Leiber divergence (KLD) detector. Different from the FDI attacks against KLD detector in the related researches, the FDI attacks with complete stealthiness can completely remove their influences on innovation. Especially, we present the sufficient and necessary design conditions for achieving the attacks. In addition, the realization method of data-driven attacks based on subspace identification is introduced when the attacker cannot acquire system parameters. And a DC motor system and an unmanned ground vehicle system are employed to verify the effectiveness of our main results. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00200255
Volume :
586
Database :
Academic Search Index
Journal :
Information Sciences
Publication Type :
Periodical
Accession number :
154896439
Full Text :
https://doi.org/10.1016/j.ins.2021.11.079