Revisiting Neuron Coverage and Its Application to Test Generation. - Stephanie Abrecht; Maram Akila; Sujan Sai Gannamaneni; Konrad Groh; Christian Heinzemann; Sebastian Houben; Matthias Woehrle (SAFECOMP Workshops, 2020)

Safety Concerns and Mitigation Approaches Regarding the Use of Deep Learning in Safety-Critical Perception Tasks. - Oliver Willers; Sebastian Sudholt; Shervin Raafatnia; Stephanie Abrecht (SAFECOMP Workshops, 2020)

Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety. - Sebastian Houben; Stephanie Abrecht; Maram Akila; Andreas Bär; Felix Brockherde; Patrick Feifel; Tim Fingscheidt; Sujan Sai Gannamaneni; Seyed Eghbal Ghobadi; Ahmed Hammam; Anselm Haselhoff; Felix Hauser; et al. (CoRR, 2021)

Testing Deep Learning-based Visual Perception for Automated Driving. - Stephanie Abrecht; Lydia Gauerhof; Christoph Gladisch; Konrad Groh; Christian Heinzemann; Matthias Woehrle (ACM Trans. Cyber Phys. Syst., 2021)

Deep Learning Safety Concerns in Automated Driving Perception. - Stephanie Abrecht; Alexander Hirsch; Shervin Raafatnia; Matthias Woehrle (IEEE Trans. Intell. Veh., 2025)