Open and Closed-Loop Predictive Control Strategies for Software Rejuvenation

Software rejuvenation is a cyberdefense mechanism that periodically resets the control software of a system to limit the impact of cyberattacks. We propose open and closed-loop tree-based model predictive controllers to explicitly account for the software refresh events and the cyberattacks. The benefits of the proposed methods are illustrated using a simulated microgrid as a case study and randomized tests with different types of attacks.

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Publication Details

Journal
IEEE Transactions on Emerging Topics in Computing
Published
2024-10-22
DOI
https://doi.org/10.1109/tetc.2024.3481997
Citations
1
Primary Topic
Catalytic Processes in Materials Science
Type
article
Field-Weighted Citation Impact
0.12
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article

Open and Closed-Loop Predictive Control Strategies for Software Rejuvenation

Paula Chanfreut, J. M. Maestre, Daniel E. Quevedo, T. Arauz et al.
1 citations
IEEE Transactions on Emerging Topics in Computing
Catalytic Processes in Materials Science
0.12
article

Open and Closed-Loop Predictive Control Strategies for Software Rejuvenation

Paula Chanfreut, J. M. Maestre, Daniel E. Quevedo, T. Arauz, Eduardo F. Camacho
article en
1 citations

Abstract

Software rejuvenation is a cyberdefense mechanism that periodically resets the control software of a system to limit the impact of cyberattacks. We propose open and closed-loop tree-based model predictive controllers to explicitly account for the software refresh events and the cyberattacks. The benefits of the proposed methods are illustrated using a simulated microgrid as a case study and randomized tests with different types of attacks.

IEEE Transactions on Emerging Topics in ComputingVol. 13(2)
The University of Sydney (AU), Queensland University of Technology (AU), Universidad de Sevilla (ES), Eindhoven University of Technology (NL)
Openalex Percentile: Top 59%
Catalytic Processes in Materials Science
0.12
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