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Attacks on Distributed Sequential Control in Manufacturing Automation

Publication ,  Journal Article
Jakovljevic, Z; Lesi, V; Pajic, M
Published in: IEEE Transactions on Industrial Informatics
February 1, 2021

Industrial Internet of Things (IIoT) represents a backbone of modern reconfigurable manufacturing systems (RMS), which enable manufacturing of a high product variety through rapid and easy reconfiguration of manufacturing equipment. In IIoT-enabled RMS, modular equipment is built from smart devices, each performing its own tasks, whereas the global functioning is achieved through their networking and intensive communication. Although device communication contributes to the system reconfigurability, it also opens up new security challenges due to potential vulnerability of communication links. In this article, we present security analysis for a major part of RMS in which manufacturing equipment is sequentially controlled and can be modeled as discrete event systems (DES). Control distribution within DES implies communication of certain events between smart modules. Specifically, in this work, we focus on attacks on communication of these events. In particular, we develop a method for modeling such attacks, including event insertion and removal attacks, in distributed sequential control; the method is based on the supervisory control theory framework. We show how the modeled attacks can be detected and provide a method for identification of communication links that require protection to avoid catastrophic damage of the system. Finally, we illustrate and experimentally validate applicability of our methodology on a real-world industrial case study with reconfigurable manufacturing equipment.

Duke Scholars

Published In

IEEE Transactions on Industrial Informatics

DOI

EISSN

1941-0050

ISSN

1551-3203

Publication Date

February 1, 2021

Volume

17

Issue

2

Start / End Page

775 / 786

Related Subject Headings

  • Electrical & Electronic Engineering
  • 46 Information and computing sciences
  • 40 Engineering
  • 10 Technology
  • 09 Engineering
  • 08 Information and Computing Sciences
 

Citation

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Jakovljevic, Z., Lesi, V., & Pajic, M. (2021). Attacks on Distributed Sequential Control in Manufacturing Automation. IEEE Transactions on Industrial Informatics, 17(2), 775–786. https://doi.org/10.1109/TII.2020.2987629
Jakovljevic, Z., V. Lesi, and M. Pajic. “Attacks on Distributed Sequential Control in Manufacturing Automation.” IEEE Transactions on Industrial Informatics 17, no. 2 (February 1, 2021): 775–86. https://doi.org/10.1109/TII.2020.2987629.
Jakovljevic Z, Lesi V, Pajic M. Attacks on Distributed Sequential Control in Manufacturing Automation. IEEE Transactions on Industrial Informatics. 2021 Feb 1;17(2):775–86.
Jakovljevic, Z., et al. “Attacks on Distributed Sequential Control in Manufacturing Automation.” IEEE Transactions on Industrial Informatics, vol. 17, no. 2, Feb. 2021, pp. 775–86. Scopus, doi:10.1109/TII.2020.2987629.
Jakovljevic Z, Lesi V, Pajic M. Attacks on Distributed Sequential Control in Manufacturing Automation. IEEE Transactions on Industrial Informatics. 2021 Feb 1;17(2):775–786.

Published In

IEEE Transactions on Industrial Informatics

DOI

EISSN

1941-0050

ISSN

1551-3203

Publication Date

February 1, 2021

Volume

17

Issue

2

Start / End Page

775 / 786

Related Subject Headings

  • Electrical & Electronic Engineering
  • 46 Information and computing sciences
  • 40 Engineering
  • 10 Technology
  • 09 Engineering
  • 08 Information and Computing Sciences