3 papers
cs.CY2026
Self-Certification of High-Risk AI Systems: The Example of AI-based Facial Emotion Recognition
Gregor Autischer, Kerstin Waxnegger, Dominik Kowald
The European Union's Artificial Intelligence Act establishes comprehensive requirements for high-risk AI systems, yet the harmonized standards necessary for demonstrating complianc…
cs.CY2025
Practical Application and Limitations of AI Certification Catalogues in the Light of the AI Act
Gregor Autischer, Kerstin Waxnegger, Dominik Kowald
In this work-in-progress, we investigate the certification of AI systems, focusing on the practical application and limitations of existing certification catalogues in the light of…
cs.LG2024
Establishing and Evaluating Trustworthy AI: Overview and Research Challenges
Dominik Kowald, Sebastian Scher, Viktoria Pammer-Schindler +13
Artificial intelligence (AI) technologies (re-)shape modern life, driving innovation in a wide range of sectors. However, some AI systems have yielded unexpected or undesirable out…