%0 Conference Proceedings %T Conformance-Based Doping Detection for Cyber-Physical Systems %+ University of Sheffield [Sheffield] %+ Department of Computer Science %+ University of Leicester %+ Saarland University [Saarbrücken] %A Dimitrova, Rayna %A Gazda, Maciej %A Mousavi, Mohammad, Reza %A Biewer, Sebastian %A Hermanns, Holger %Z Part 1: Full Papers %< avec comité de lecture %( Lecture Notes in Computer Science %B 40th International Conference on Formal Techniques for Distributed Objects, Components, and Systems (FORTE) %C Valletta, Malta %Y Alexey Gotsman %Y Ana Sokolova %I Springer International Publishing %3 Formal Techniques for Distributed Objects, Components, and Systems %V LNCS-12136 %P 59-77 %8 2020-06-15 %D 2020 %R 10.1007/978-3-030-50086-3_4 %Z Computer Science [cs] %Z Computer Science [cs]/Networking and Internet Architecture [cs.NI]Conference papers %X 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. %G English %Z TC 6 %Z WG 6.1 %2 https://inria.hal.science/hal-03283236/document %2 https://inria.hal.science/hal-03283236/file/495615_1_En_4_Chapter.pdf %L hal-03283236 %U https://inria.hal.science/hal-03283236 %~ IFIP-LNCS %~ IFIP %~ IFIP-TC %~ IFIP-WG %~ IFIP-TC6 %~ IFIP-WG6-1 %~ IFIP-FORTE %~ IFIP-LNCS-12136