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Systematic Model-Based Safety Assessment Via Probabilistic Model Checking

  • Conference paper
Leveraging Applications of Formal Methods, Verification, and Validation (ISoLA 2010)

Abstract

Safety assessment is a well-established process for assuring the safety and reliability of critical (aeronautical) systems. It uses probabilistic (quantitative) analysis to provide precise measures about the safety requirements of a system. Traditionally, quantitative safety assessment uses fault-tree analysis, but certification authorities also allow the use of Markov models. In this paper we propose a strategy for quantitative safety assessment based on the Prism model-checker. Prism models are extracted systematically from a high-level model via the application of translation rules. We illustrate our strategy with a representative system design from the airborne industry.

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Gomes, A., Mota, A., Sampaio, A., Ferri, F., Buzzi, J. (2010). Systematic Model-Based Safety Assessment Via Probabilistic Model Checking. In: Margaria, T., Steffen, B. (eds) Leveraging Applications of Formal Methods, Verification, and Validation. ISoLA 2010. Lecture Notes in Computer Science, vol 6415. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-16558-0_50

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  • DOI: https://doi.org/10.1007/978-3-642-16558-0_50

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-16557-3

  • Online ISBN: 978-3-642-16558-0

  • eBook Packages: Computer ScienceComputer Science (R0)

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