Secure Filter for Discrete-Time Delayed Systems Subject to Cyber Attacks

Mutaz M. Hamdan*, Magdi S. Mahmoud*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

Abstract

Cyber Physical Systems (CPSs) are defined as the integrations of computation, control, and communication to obtain a prespecified behaviour of the physical processes. Due to their nature, CPSs could be highly affected by security threats. In this research, a secure filter for discrete-time delayed nonlinear systems affected by the two major kinds of cyber attacks i.e. denial-of-service (DoS) and deception attacks is proposed. The cyber attacks are modelled as Bernoulli distributed white sequences with variable probabilities. First, a predefined level of security is guaranteed by setting a sufficient condition using the techniques of stochastic analysis. Second, we obtain the gains of the proposed filter by solving a linear matrix inequality using YALMIP and MATLAB/Simulink. Finally, a numerical example is solved to show the effectiveness of this method on CPSs.

Original languageEnglish
Pages (from-to)210-232
Number of pages23
JournalCyber-Physical Systems
Volume8
Issue number3
DOIs
StatePublished - 2022

Bibliographical note

Publisher Copyright:
© 2021 Informa UK Limited, trading as Taylor & Francis Group.

Keywords

  • Bernoulli distributed white sequences
  • Cyber physical systems
  • cyber attacks
  • deception attacks
  • denial-of-service attacks
  • discrete-time delayed nonlinear systems
  • filter error system
  • secure filter

ASJC Scopus subject areas

  • Computational Mechanics
  • Computer Vision and Pattern Recognition
  • Computer Graphics and Computer-Aided Design

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