Carmen Frischknecht-Gruber
Carmen Frischknecht-Gruber
ZHAW
School of Engineering
Sicherheitskritische Systeme A
Technikumstrasse 9
8400 Winterthur
Projekte
- certAInty – A Certification Scheme for AI systems / Teammitglied / Projekt laufend
- Machine Protection and Autonomous Predictive Interlock System / Teammitglied / Projekt laufend
- System-Theoretic Process Analysis of a Pharmacovigilance Signal Management Process / Teammitglied / Projekt abgeschlossen
Publikationen
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Weng, Joanna; Denzel, Philipp; Reif, Monika Ulrike; Schilling, Frank-Peter; Billeter, Yann; Frischknecht-Gruber, Carmen; Brunner, Stefan; Chavarriaga, Ricardo; Repetto, Marco; Iranfar, Arman,
2024.
Certification scheme for artificial intelligence based systems [Paper].
In:
34th European Safety and Reliability Conference (ESREL), Cracow, Poland, 23-27 June 2024.
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
Verfügbar unter: https://doi.org/10.21256/zhaw-30549
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Billeter, Yann; Denzel, Philipp; Chavarriaga, Ricardo; Forster, Oliver; Schilling, Frank-Peter; Brunner, Stefan; Frischknecht-Gruber, Carmen; Reif, Monika Ulrike; Weng, Joanna,
2024.
MLOps as enabler of trustworthy AI [Paper].
In:
11th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 30-31 May 2024.
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
Verfügbar unter: https://doi.org/10.21256/zhaw-30443
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Denzel, Philipp; Brunner, Stefan; Billeter, Yann; Forster, Oliver; Frischknecht-Gruber, Carmen; Reif, Monika Ulrike; Schilling, Frank-Peter; Weng, Joanna; Chavarriaga, Ricardo; Amini, Amin; Repetto, Marco; Iranfar, Arman,
2024.
Towards the certification of AI-based systems [Paper].
In:
11th IEEE Swiss Conference on Data Science (SDS), Zurich, Switzerland, 30-31 May 2024.
ZHAW Zürcher Hochschule für Angewandte Wissenschaften.
Verfügbar unter: https://doi.org/10.21256/zhaw-30439
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Brunner, Stefan; Frischknecht-Gruber, Carmen; Reif, Monika Ulrike; Weng, Joanna,
2023.
A comprehensive framework for ensuring the trustworthiness of AI systems [Paper].
In:
Brito, Mário P.; Aven, Terje; Baraldi, Piero; Čepin, Marko; Zio, Enrico, Hrsg.,
Proceeding of the 33rd European Safety and Reliability Conference.
33rd European Safety and Reliability Conference (ESREL), Southampton, United Kingdom, 3-7 September 2023.
Singapore:
Research Publishing.
S. 2772-2779.
Verfügbar unter: https://doi.org/10.3850/978-981-18-8071-1_P230-cd
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Frischknecht-Gruber, Carmen; Heuberger, Benjamin; Reif, Monika Ulrike; Weng, Joanna; Senn, Christoph,
2023.
In:
Brito, Mário P.; Aven, Terje; Baraldi, Piero; Čepin, Marko; Zio, Enrico, Hrsg.,
Proceeding of the 33rd European Safety and Reliability Conference.
33rd European Safety and Reliability Conference (ESREL), Southampton, United Kingdom, 3-7 September 2023.
Singapore:
Research Publishing.
S. 257-264.
Verfügbar unter: https://doi.org/10.3850/978-981-18-8071-1_P414-cd
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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, Hrsg.,
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.
S. 1291-1298.
Verfügbar unter: https://doi.org/10.3850/978-981-18-5183-4_R22-12-325-cd
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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.
S. 2420-2427.
Verfügbar unter: https://rpsonline.com.sg/rps2prod/esrel22-epro/pdf/S11-11-472.pdf
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Frischknecht-Gruber, Carmen; Marti, Mario; Senn, Christoph; Contreras, Benjamin,
2017.
Integration of security into the STAMP based safety analysis method CAST [Poster].
In:
2nd STAMP Workshop in JAPAN, Tokyo, Japan, 27-29 November 2017.
Verfügbar unter: https://www.ipa.go.jp/en/digital/complex_systems/g6ovkg0000005yrf-att/000063040.pdf
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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.
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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.
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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.
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Reif, Monika Ulrike; Krauss, Sven Stefan; Frischknecht-Gruber, Carmen,
2018.
In:
ISO 26262 - 2nd edition, Autonomous Driving & Cybersecurity, Stuttgart, Germany, 22-24 October 2018.
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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.