Security and Communication Networks

Research Article

MedicalGuard: U-Net Model Robust against Adversarially Perturbed Images

Table 4

Examples of original sample images, adversarial noise, and adversarial examples from the holdout model.
DescriptionCase 1Case 2Case 3
Original sample
Adversarial noise
Adversarial example