Nandish Chattopadhyay

ODDR: Outlier Detection & Dimension Reduction Based Defense Against Adversarial Patches

Adversarial attacks present a significant challenge to the dependable deployment of machine learning models, with patch-based attacks being particularly potent. These attacks introduce adversarial perturbations in localized regions of an image, deceiving even well-trained models. In this paper, we p…