ODE guided Neural Data Augmentation Techniques for Time Series Data and its Benefits on Robustness

Anindya Sarkar, Anirudh Sunder Raj, Raghu Sesha Iyengar

Exploring adversarial attack vectors and studying their effects on machine learning algorithms has been of interest to researchers. Deep neural networks working with time series da…