arXiv cs.NE
· Papers
Robustness of neural networks to random noise perturbations of their inputs
arXiv:2606.31581v1 Announce Type: cross Abstract: We investigate the problem of the robustness of a trained neural network to the perturbation of its input values. More specifically, we examine the interplay between the accuracy of the network, as measured by the mean squared error, and robustness. Accordingly, we pres