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Conformance-Based Doping Detection for Cyber-Physical Systems

Abstract : 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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https://hal.inria.fr/hal-03283236
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Submitted on : Friday, July 9, 2021 - 5:53:48 PM
Last modification on : Friday, July 9, 2021 - 5:57:28 PM
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Rayna Dimitrova, Maciej Gazda, Mohammad Reza Mousavi, Sebastian Biewer, Holger Hermanns. Conformance-Based Doping Detection for Cyber-Physical Systems. 40th International Conference on Formal Techniques for Distributed Objects, Components, and Systems (FORTE), Jun 2020, Valletta, Malta. pp.59-77, ⟨10.1007/978-3-030-50086-3_4⟩. ⟨hal-03283236⟩

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