Archana Ramachandran

Perceptually-Inspired Local Source Normalization for Adversarial Robustness

2023

The importance of the robustness of deep neural networks (DNNs) cannot be overemphasised due to their widespread use in safety-critical applications. However, the fragility of DNNs to imperceptible input perturbations is well-known in the literature. …