Impact Analysis of Cyber-Physical Attacks on a Water Tank System via Statistical Model Checking
Cyber-Physical Systems (CPSs) are integrations of distributed computing systems with physical processes that monitor and control entities in a physical environment. Although the range of their applications include several critical domains, the current trend is to verify CPSs with simulation-test sys...
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| Vydáno v: | 2020 IEEE/ACM 8th International Conference on Formal Methods in Software Engineering (FormaliSE) s. 34 - 43 |
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| Jazyk: | angličtina |
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ACM
01.05.2020
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| ISSN: | 2575-5099 |
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| Abstract | Cyber-Physical Systems (CPSs) are integrations of distributed computing systems with physical processes that monitor and control entities in a physical environment. Although the range of their applications include several critical domains, the current trend is to verify CPSs with simulation-test systems rather than formal methodologies. In this paper, we test the effectiveness of statistical model checking, within the MODEST TOOLSET, when analyzing the security of a non-trivial quadruple-tank water system equipped with an ad-hoc intrusion detection system (IDS) capable of mitigating attacks. Our goal is to evaluate the impact of three carefully chosen cyber-physical attacks, i. e., attacks targeting sensors and/or actuators of the system with potential consequences on the safety of the inner physical process. Our security analysis estimates both the physical impact of the attacks and the performance of the proposed IDS.CCS CONCEPTS*Computer systems organization \rightarrow Sensors and actuators;*Software and its engineering \rightarrow Model checking. |
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| AbstractList | Cyber-Physical Systems (CPSs) are integrations of distributed computing systems with physical processes that monitor and control entities in a physical environment. Although the range of their applications include several critical domains, the current trend is to verify CPSs with simulation-test systems rather than formal methodologies. In this paper, we test the effectiveness of statistical model checking, within the MODEST TOOLSET, when analyzing the security of a non-trivial quadruple-tank water system equipped with an ad-hoc intrusion detection system (IDS) capable of mitigating attacks. Our goal is to evaluate the impact of three carefully chosen cyber-physical attacks, i. e., attacks targeting sensors and/or actuators of the system with potential consequences on the safety of the inner physical process. Our security analysis estimates both the physical impact of the attacks and the performance of the proposed IDS.CCS CONCEPTS*Computer systems organization \rightarrow Sensors and actuators;*Software and its engineering \rightarrow Model checking. |
| Author | Munteanu, Andrei Pasqua, Michele Merro, Massimo |
| Author_xml | – sequence: 1 givenname: Andrei surname: Munteanu fullname: Munteanu, Andrei email: andrei.munteanu@univr.it organization: University of Verona,Verona,Italy – sequence: 2 givenname: Michele surname: Pasqua fullname: Pasqua, Michele email: michele.pasqua@univr.it organization: University of Verona,Verona,Italy – sequence: 3 givenname: Massimo surname: Merro fullname: Merro, Massimo email: massimo.merro@univr.it organization: University of Verona,Verona,Italy |
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| SubjectTerms | attack impact/mitigation Cyber-physical attack Model checking Organizations Process control Safety security analysis Sensor systems Sensors Storage tanks |
| Title | Impact Analysis of Cyber-Physical Attacks on a Water Tank System via Statistical Model Checking |
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