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Complete stealthiness false data injection attacks against dynamic state estimation in cyber-physical systems.
- 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]
- Subjects :
- *CYBER physical systems
*AUTONOMOUS vehicles
*IDENTIFICATION cards
Subjects
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