certAInty – A Certification Scheme for AI systems
Beschreibung
Certification of AI Systems by an accredited body increases trust, accelerates adoption and enables their use for safety-critical applications. We develop a Certification Scheme comprising specific requirements, criteria, measures, and technical methods for assessing Machine Learning enabled Systems.
Eckdaten
Projektleitung
Co-Projektleitung
Dr. Arman Iranfar, Dr. Joanna Weng
Projektteam
Amin Amini, Yann Billeter, Stefan Brunner, Dr. Philipp Denzel, Oliver Forster, Carmen Frischknecht-Gruber, Paul-Philipp Luley, Prof. Dr. Monika Ulrike Reif, Marco Repetto, Prof. Dr. Frank-Peter Schilling, Prof. Dr. Thilo Stadelmann, Wolfgang Stefani
Projektpartner
CertX
Projektstatus
laufend, gestartet 11/2022
Institut/Zentrum
Centre for Artificial Intelligence (CAI); Institut für Angewandte Mathematik und Physik (IAMP)
Drittmittelgeber
Innovationsprojekt / Projekt Nr. 101.650 IP-ICT
Projektvolumen
753'657 CHF
Publikationen
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Certification scheme for artificial intelligence based systems
2024 Weng, Joanna; Denzel, Philipp; Reif, Monika Ulrike; Schilling, Frank-Peter; Billeter, Yann; Frischknecht-Gruber, Carmen; Brunner, Stefan; Chavarriaga, Ricardo; Repetto, Marco; Iranfar, Arman
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Towards the certification of AI-based systems
2024 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
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MLOps as enabler of trustworthy AI
2024 Billeter, Yann; Denzel, Philipp; Chavarriaga, Ricardo; Forster, Oliver; Schilling, Frank-Peter; Brunner, Stefan; Frischknecht-Gruber, Carmen; Reif, Monika Ulrike; Weng, Joanna
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certAInty : a certification scheme for AI systems (Innosuisse project)
2023 Weng, Joanna; Reif, Monika; Chavarriaga, Ricardo; Schilling, Frank-Peter
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A framework for assessing and certifying explainability of health-oriented AI systems
2023 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
Technikumstrasse 71
8400 Winterthur