Measuring Ensemble Diversity and Its Effects on Model Robustness. - Lena Heidemann; Adrian Schwaiger; Karsten Roscher (AISafety@IJCAI, 2021)

Towards Human-Interpretable Prototypes for Visual Assessment of Image Classification Models. - Poulami Sinhamahapatra; Lena Heidemann; Maureen Monnet; Karsten Roscher (VISIGRAPP (5: VISAPP), 2023)

Concept Correlation and Its Effects on Concept-Based Models. - Lena Heidemann; Maureen Monnet; Karsten Roscher (WACV, 2023)

Towards Engineered Safe AI with Modular Concept Models. - Lena Heidemann; Iwo Kurzidem; Maureen Monnet; Karsten Roscher; Stephan Günnemann (CVPR Workshops, 2024)

Navigating the EU AI Act: A Methodological Approach to Compliance for Safety-critical Products. - Jessica Kelly; Shanza Ali Zafar; Lena Heidemann; João-Vitor Zacchi; D. Espinoza; Núria Mata (CoRR, 2024)

Leveraging Existing Road-Vehicle Standards to Address EU AI Act Compliance. - Shanza Ali Zafar; Jessica Kelly; Lena Heidemann; Núria Mata (RAIE, 2025)