Improving Neural Network Robustness via Persistency of Excitation

Kaustubh Sridhar, Oleg Sokolsky, Insup Lee +1

Improving adversarial robustness of neural networks remains a major challenge. Fundamentally, training a neural network via gradient descent is a parameter estimation problem. In a…