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

no code implementations • 13 Jun 2023 • 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 these methods.

Data Augmentation Time Series +2