cs.LG, cs.SY, eess.SY

Adversarial Robustness of Deep State Space Models for Forecasting

arXiv:2604.03427v1 Announce Type: new
Abstract: State-space model (SSM) for time-series forecasting have demonstrated strong empirical performance on benchmark datasets, yet their robustness under adversarial perturbations is poorly understood. We add…