Black-box Safety Analysis and Retraining of DNNs based on Feature Extraction and Clustering

Mohammed Oualid Attaoui, Hazem Fahmy, Fabrizio Pastore +1

Deep neural networks (DNNs) have demonstrated superior performance over classical machine learning to support many features in safety-critical systems. Although DNNs are now widely…