certAInty – A Certification Scheme for AI systems (certAInty)
Description
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.
Key data
Projectlead
Co-Projectlead
Dr. Joanna Weng, Dr. Arman Iranfar (CertX)
Project team
Dr. Frank-Peter Schilling, Prof. Dr. Monika Ulrike Reif, Prof. Dr. Thilo Stadelmann, Dr. Philipp Denzel, Oliver Forster, Carmen Frischknecht-Gruber, Stefan Brunner, Yann Billeter, Paul-Philipp Luley, Wolfgang Stefani, Amin Amini (CertX), Dr. Marco Repetto (CertX)
Project partners
CertX
Project status
completed, 11/2022 - 12/2024
Institute/Centre
Centre for Artificial Intelligence (CAI); Institute of Applied Mathematics and Physics (IAMP)
Funding partner
Innovationsprojekt / Projekt Nr. 101.650 IP-ICT
Project budget
753'657 CHF
Publications
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AI assessment in practice : implementing a certification scheme for AI trustworthiness
2025 Frischknecht-Gruber, Carmen; Denzel, Philipp; Reif, Monika; Billeter, Yann; Brunner, Stefan; Forster, Oliver; Schilling, Frank-Peter; Weng, Joanna; Chavarriaga, Ricardo
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Assessment tool for trustworthy AI systems : operational workflows for compliance assessment with regulatory requirements
2025 Frischknecht-Gruber, Carmen; Denzel, Philipp; Forster, Oliver; Billeter, Yann; Iranfar, Arman; Repetto, Marco; Reif, Monika Ulrike; Schilling, Frank-Peter; Weng, Joanna; Chavarriaga, Ricardo
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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
School of Engineering
Technikumstrasse 71
8400 Winterthur