Preprocessing Failure and Adversarial Detection in Depthwise-Separable Edge Vision Systems

Jannatul Masruk Mukta, Rifa Sanjida, Adrita Rahman Tory +2

Preprocessing-based defenses are the standard first-line response to adversarial attacks on edge vision systems, requiring no retraining, no architectural changes, and widely recom…