Adversarial Robustness of Deep State Space Models for Forecasting

Sribalaji C. Anand, George J. Pappas

State-space model (SSM) for time-series forecasting have demonstrated strong empirical performance on benchmark datasets, yet their robustness under adversarial perturbations is po…