Conformance-Based Doping Detection for Cyber-Physical Systems

We present a novel and generalised notion of doping cleanness for cyber-physical systems that allows for perturbing the inputs and observing the perturbed outputs both in the time– and value–domains. We instantiate our definition using existing notions of conformance for cyber-physical systems. We s...

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Autores principales: Dimitrova, Rayna, Gazda, Maciej, Mousavi, Mohammad Reza, Biewer, Sebastian, Hermanns, Holger
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7281865/
http://dx.doi.org/10.1007/978-3-030-50086-3_4
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author Dimitrova, Rayna
Gazda, Maciej
Mousavi, Mohammad Reza
Biewer, Sebastian
Hermanns, Holger
author_facet Dimitrova, Rayna
Gazda, Maciej
Mousavi, Mohammad Reza
Biewer, Sebastian
Hermanns, Holger
author_sort Dimitrova, Rayna
collection PubMed
description We present a novel and generalised notion of doping cleanness for cyber-physical systems that allows for perturbing the inputs and observing the perturbed outputs both in the time– and value–domains. We instantiate our definition using existing notions of conformance for cyber-physical systems. We show that our generalised definitions are essential in a data-driven method for doping detection and apply our definitions to a case study concerning diesel emission tests.
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spelling pubmed-72818652020-06-09 Conformance-Based Doping Detection for Cyber-Physical Systems Dimitrova, Rayna Gazda, Maciej Mousavi, Mohammad Reza Biewer, Sebastian Hermanns, Holger Formal Techniques for Distributed Objects, Components, and Systems Article We present a novel and generalised notion of doping cleanness for cyber-physical systems that allows for perturbing the inputs and observing the perturbed outputs both in the time– and value–domains. We instantiate our definition using existing notions of conformance for cyber-physical systems. We show that our generalised definitions are essential in a data-driven method for doping detection and apply our definitions to a case study concerning diesel emission tests. 2020-05-13 /pmc/articles/PMC7281865/ http://dx.doi.org/10.1007/978-3-030-50086-3_4 Text en © The Author(s) 2020 Open Access This chapter is licensed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made. The images or other third party material in this chapter are included in the chapter's Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the chapter's Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder.
spellingShingle Article
Dimitrova, Rayna
Gazda, Maciej
Mousavi, Mohammad Reza
Biewer, Sebastian
Hermanns, Holger
Conformance-Based Doping Detection for Cyber-Physical Systems
title Conformance-Based Doping Detection for Cyber-Physical Systems
title_full Conformance-Based Doping Detection for Cyber-Physical Systems
title_fullStr Conformance-Based Doping Detection for Cyber-Physical Systems
title_full_unstemmed Conformance-Based Doping Detection for Cyber-Physical Systems
title_short Conformance-Based Doping Detection for Cyber-Physical Systems
title_sort conformance-based doping detection for cyber-physical systems
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7281865/
http://dx.doi.org/10.1007/978-3-030-50086-3_4
work_keys_str_mv AT dimitrovarayna conformancebaseddopingdetectionforcyberphysicalsystems
AT gazdamaciej conformancebaseddopingdetectionforcyberphysicalsystems
AT mousavimohammadreza conformancebaseddopingdetectionforcyberphysicalsystems
AT biewersebastian conformancebaseddopingdetectionforcyberphysicalsystems
AT hermannsholger conformancebaseddopingdetectionforcyberphysicalsystems

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