A Statistical Method for Attack-Agnostic Adversarial Attack Detection with Compressive Sensing Comparison

Chinthana Wimalasuriya, Spyros Tragoudas

Adversarial attacks present a significant threat to modern machine learning systems. Yet, existing detection methods often lack the ability to detect unseen attacks or detect diffe…