Towards a Systematic Risk Assessment of Deep Neural Network Limitations in Autonomous Driving Perception

Svetlana Pavlitska, Christopher Gerking, J. Marius Zöllner

Safety and security are essential for the admission and acceptance of automated and autonomous vehicles. Deep neural networks (DNNs) are widely used for perception and further comp…