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Effect of Intrusion Detection and Response on Reliability of Cyber Physical Systems

Mitchell, Robert, Chen, Ing-Ray·2013·IEEE Transactions on Reliability

Abstract

In this paper we analyze the effect of intrusion detection and response on the reliability of a cyber physical system (CPS) comprising sensors, actuators, control units, and physical objects for controlling and protecting a physical infrastructure. We develop a probability model based on stochastic Petri nets to describe the behavior of the CPS in the presence of both malicious nodes exhibiting a range of attacker behaviors, and an intrusion detection and response system (IDRS) for detecting and responding to malicious events at runtime. Our results indicate that adjusting detection and response strength in response to attacker strength and behavior detected can significantly improve the reliability of the CPS. We report numerical data for a CPS subject to persistent, random and insidious attacks with physical interpretations given.

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Metadata

Authors
Mitchell, R., & Chen, I.-R.
Venue
IEEE Transactions on Reliability
Published
2013-03
Volume
62
Issue
1
Pages
199-210
ISSN
  • 0018-9529 (ISSN-L)
  • 1558-1721
OpenAlex
W2037470097
Cited by
178
References
3
FWCI
28.06
Type
journal article
Language
en
Open access
closed

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CoChat. (2026). Citation check: Effect of Intrusion Detection and Response on Reliability of Cyber Physical Systems. https://app.cochat.ai/papers/10.1109/tr.2013.2240891
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Mitchell, R., & Chen, I.-R. (2013). Effect of Intrusion Detection and Response on Reliability of Cyber Physical Systems. IEEE Transactions on Reliability. https://doi.org/10.1109/tr.2013.2240891

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Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.