Does simple trump complex? Comparing strategies for adversarial robustness in DNNs

William Brooks, Marelie H. Davel, Coenraad Mouton

Deep Neural Networks (DNNs) have shown substantial success in various applications but remain vulnerable to adversarial attacks. This study aims to identify and isolate the compone…