Hyunwuk Lee

Adversarial Purification via Super-Resolution and Diffusion

Deep neural networks are widely used in various computer vision tasks, but their vulnerability to adversarial perturbations remains a significant challenge for reliable decision-making. Adversarial purification, a test-time defense strategy, has shown potential in countering these threats by removin…