Carmen Frischknecht-Gruber

Work at ZHAW

Position at the ZHAW

Research assistant at the Institute of Applied Mathematics and Physics for Safety-Critical Systems.

www.zhaw.ch/iamp/sks/

Education and Continuing education

Professional milestones

Joined the Institute of Applied Mathematics and Physics in August 2020 for Safety-Critical Systems - working on the Autonomous Predictive Beam Interlock System as part of the European Spallation Source project.

2019 - 2020 Start-up for smart home and self-sufficient energy supply

2016 - 2019 Institute of Applied Mathematics and Physics, in the Research Lab Safety-Critical Systems

2012 - 2016 Teacher

Educational background

Since 2021 University of Bath
Master of Science in Artificial Intelligence

2014 – 2018 ZHAW School of Engineering
Bachelor of Science, Computer Science

2009 – 2012 University of Education St.Gall,
Bachelor of Arts in Pre- and Primary Education

Projects

• Machine Protection and Autonomous Predictive Interlock System / Team member / Project ongoing
• System-Theoretic Process Analysis of a Pharmacovigilance Signal Management Process / Team member / Project completed

Publications

• Brunner, Stefan; Frischknecht-Gruber, Carmen; Reif, Monika Ulrike; Senn, Christoph,

  2022.

  Deep Gaussian mixture model : a novelty detection method for time series [paper].

  In:

  Leva, Maria Chiara; Patelli, Edoardo; Podofillini, Luca; Wilson, Simon, eds.,

  Proceedings of the 32nd European Safety and Reliability Conference.

  32nd European Safety and Reliability Conference (ESREL 2022), Dublin, Ireland, 28 August - 1 September 2022.

  Singapore:

  Research Publishing.

  pp. 1291-1298.

  Available from: https://doi.org/10.3850/978-981-18-5183-4_R22-12-325-cd

• Frischknecht-Gruber, Carmen; Reif, Monika Ulrike; Senn, Christoph,

  2022.

  Global efforts towards establishing safety directives for intelligent systems : review [paper].

  In:

  Proceedings of the 32nd European Safety and Reliability Conference.

  32nd European Safety and Reliability Conference (ESREL 2022), Dublin, Ireland, 28 August - 1 September 2022.

  Singapore:

  Research Publishing.

  pp. 2420-2427.

  Available from: https://rpsonline.com.sg/rps2prod/esrel22-epro/pdf/S11-11-472.pdf

• Frischknecht-Gruber, Carmen; Krauss, Sven Stefan; Reif, Monika Ulrike,

  2018.

  STPA-STRIDE : Safety & Security Analyse für komplexe Systeme [paper].

  In:

  Safe.tech 2018, München, Deutschland, 24.-25. April 2018.

• Frischknecht-Gruber, Carmen; Marti, Mario; Krauss, Sven Stefan,

  2017.

  Adapting CAST for security incident analysis [poster].

  In:

  5th European STAMP/STPA Workshop and Conference, Reykjavik, Iceland, 13-15 September 2017.

• Denzel, Philipp; Brunner, Stefan; Luley, Paul-Philipp; Frischknecht-Gruber, Carmen; Reif, Monika Ulrike; Schilling, Frank-Peter; Amini, Amin; Repetto, Marco; Iranfar, Arman; Weng, Joanna; Chavarriaga, Ricardo,

  2023.

  A framework for assessing and certifying explainability of health-oriented AI systems.

  In:

  Explainable AI in Medicine Workshop, Lugano, Switzerland, 2-3 November 2023.

• Reif, Monika Ulrike; Krauss, Sven Stefan; Frischknecht-Gruber, Carmen,

  2018.

  An approach to analyse functional safety, security and SOTIF based on a comprehensive analysis technique.

  In:

  ISO 26262 - 2nd edition, Autonomous Driving & Cybersecurity, Stuttgart, Germany, 22-24 October 2018.

• Frischknecht-Gruber, Carmen; Senn, Christoph W.; Krauss, Sven Stefan; Reif, Monika Ulrike,

  2018.

  Safety & cyber-security analysis based on systems-theory.

  In:

  International Cross-Industry Safety Conference and European STAMP Workshop and Conference 2018, Amsterdam, Netherlands, 31 October - 2 November 2018.

Other publications

Frischknecht-Gruber, Carmen; Krauss, Sven Stefan; Reif, Monika (2018). STPA-STRIDE: Safety & Security Analyse für komplexe Systeme: Presentation. In: safe.tech TÜV SÜD 2018. (April 24-25). In Munich, Germany: TÜV SÜD.

Frischknecht-Gruber, Carmen; Marti Mario; Senn, Christoph; Contreras, Benjamin; Krauss, Sven Stefan (2017). Integration of Security into CAST: Presentation and Poster. In: 2nd Japanese STAMP Workshop 2017 (Nov. 27-29). In Tokio, Japan: Keio University.

go back