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      Modelling and evaluation of the security of cyber-physical systems using stochastic Petri nets

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          Abstract

          This study proposes a stochastic Petri net model for evaluating the security and resilience of cyber-physical systems (CPSs) in the face of malicious attacks. The basic idea behind the proposed model is to evaluate the security of control loops equipped with intrusion detection systems (IDSs) faced with security attacks. The quantitative analysis is performed in terms of system-focused quantitative security measures, such as mean time-to-failure and availability. By using this model, one can investigate the effects of some attacks and defensive parameters, including the detection interval, the time to physical disruption, and the false-positive probability of IDSs. This evaluation results can help to improve the security countermeasures of CPSs.

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          Most cited references17

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          Performance Analysis Using Stochastic Petri Nets

          Molloy (1982)
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            Petri Net Modeling of Cyber-Physical Attacks on Smart Grid

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              • Record: found
              • Abstract: not found
              • Article: not found

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

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                Author and article information

                Contributors
                Journal
                IET-CPS
                IET Cyber-Physical Systems: Theory & Applications
                IET Cyber-Phys. Syst., Theory Appl.
                The Institution of Engineering and Technology
                2398-3396
                2398-3396
                18 July 2018
                14 September 2018
                March 2019
                : 4
                : 1
                : 50-57
                Affiliations
                Trustworthy Computing Laboratory, School of Computer Engineering, Iran University of Science and Technology , Tehran, Iran
                Article
                IET-CPS.2018.0008 CPS.2018.0008.R1
                10.1049/iet-cps.2018.0008
                caefdfff-e1b0-4060-ad07-4bf6ded91f2c

                This is an open access article published by the IET under the Creative Commons Attribution License ( http://creativecommons.org/licenses/by/3.0/)

                Page count
                Pages: 0
                Product
                Self URI (journal page): https://digital-library.theiet.org/content/journals/
                Categories
                Research Article

                Computer science,Engineering,Artificial intelligence,Electrical engineering,Mechanical engineering,Renewable energy
                stochastic processes,security of data,probability,Petri nets,cyber-physical systems,stochastic Petri net model,CPSs,malicious attacks,intrusion detection systems,IDSs,security attacks,quantitative analysis,system-focused quantitative security measures,defensive parameters,physical disruption,security countermeasures,stochastic Petri nets,false-positive probability

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