Robustness and Generalization Performance of Deep Learning Models on Cyber-Physical Systems: A Comparative Study

Alexander Windmann, Henrik Steude, Oliver Niggemann

Deep learning (DL) models have seen increased attention for time series forecasting, yet the application on cyber-physical systems (CPS) is hindered by the lacking robustness of th…