1.   Abrecht et al. (2024): Deep Learning Safety Concerns in Automated Driving Perception, IEEE Transactions on Intelligent Vehicles.

​

2.   Abrecht et al. (2021): Testing Deep Learning-based Visual Perception for Automated Driving, ACM Transactions on Cyber-Physical Systems 5(4), Art. 37.

 

3.   Abrecht et al. (2020): Revisiting Neuron Coverage and Its Application to Test Generation, SAFECOMP Workshops – Best Paper Award.

 

4.   Willers et al. (2020): Safety Concerns and Mitigation Approaches Regarding the Use of Deep Learning in Safety-Critical Perception Tasks, SAFECOMP Workshops – 2nd place paper.

 

5.   Houben et al. (2021): Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety (KI-Absicherung).