Locally Testing Model Detections for Semantic Global Concepts

Franz Motzkus, Georgii Mikriukov, Christian Hellert +1

Ensuring the quality of black-box Deep Neural Networks (DNNs) has become ever more significant, especially in safety-critical domains such as automated driving. While global concep…