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A Distributed Cyber-attack Detection Scheme with Application to DC Microgrids

A. Gallo
•
M. S. Turan
•
F. Boem
altro
Ferrari-Trecate
2020
  • journal article

Periodico
IEEE TRANSACTIONS ON AUTOMATIC CONTROL
Abstract
DC microgrids often present a hierarchical control architecture, requiring integration of communication layers. This leads to the possibility of malicious attackers disrupting the overall system. Motivated by this application, in this article, we present a distributed monitoring scheme to provide attack-detection capabilities for linear large-scale systems. The proposed architecture relies on a Luenberger observer together with a bank of unknowninput observers at each subsystem, providing attack detection capabilities. We describe the architecture and analyze conditions under which attacks are guaranteed to be detected, and, conversely, when they are stealthy. Our analysis shows that some classes of attacks cannot be detected using either module independently; rather, by exploiting both modules simultaneously, we are able to improve the detection properties of the diagnostic tool as a whole. Theoretical results are backed up by simulations, where our method is applied to a realistic model of a low-voltage DC microgrid under attack.
DOI
10.1109/TAC.2020.2982577
WOS
WOS:000565140400007
Archivio
http://hdl.handle.net/11368/2971410
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85090939377
https://ieeexplore.ieee.org/document/9054955
Diritti
open access
license:creative commons
license uri:http://creativecommons.org/licenses/by/4.0/
FVG url
https://arts.units.it/bitstream/11368/2971410/1/Gallo_Turan_Boem_Parisini_Ferrari-Trecate_TAC_2020.pdf
Soggetti
  • cyber-security

  • DC microgrids

Web of Science© citazioni
75
Data di acquisizione
Mar 15, 2024
Visualizzazioni
3
Data di acquisizione
Apr 19, 2024
Vedi dettagli
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