%0 Conference Proceedings %T Using Probabilistic Analysis for the Certification of Machine Control Systems %+ Software Competence Center Hagenberg (SCCH) %+ School of Electrical Engineering and Computer Science [Islamabad Univ] (NUST - SEECS) %A Mashkoor, Atif %A Hasan, Osman %A Beer, Wolfgang %Z Part 2: Security Engineering %< avec comité de lecture %( Lecture Notes in Computer Science %B 1st Cross-Domain Conference and Workshop on Availability, Reliability, and Security in Information Systems (CD-ARES) %C Regensburg, Germany %Y Alfredo Cuzzocrea %Y Christian Kittl %Y Dimitris E. Simos %Y Edgar Weippl %Y Lida Xu %I Springer %3 Security Engineering and Intelligence Informatics %V LNCS-8128 %P 305-320 %8 2013-09-02 %D 2013 %Z Computer Science [cs]Conference papers %X Traditional testing techniques often reach their limits when employed for the assessment of critical Machine Control Systems as they contain a large amount of random and unpredictable components. The probabilistic analysis approach can assist in their evaluation by providing a subjective evidence of their safety and reliability. The synergy of probabilistic analysis and expressiveness of higher-order logic theorem proving results into convincing modelling and reasoning of several stringent safety cases that contribute towards the certification of high-assurance systems. %G English %2 https://inria.hal.science/hal-01506575/document %2 https://inria.hal.science/hal-01506575/file/978-3-642-40588-4_21_Chapter.pdf %L hal-01506575 %U https://inria.hal.science/hal-01506575 %~ IFIP-LNCS %~ IFIP %~ IFIP-TC %~ IFIP-TC5 %~ IFIP-WG %~ IFIP-TC8 %~ IFIP-CD-ARES %~ IFIP-WG8-4 %~ IFIP-WG8-9 %~ IFIP-LNCS-8128