Attention-Based Real-Time Defenses for Physical Adversarial Attacks in Vision Applications

Giulio Rossolini, Alessandro Biondi, Giorgio Buttazzo

Deep neural networks exhibit excellent performance in computer vision tasks, but their vulnerability to real-world adversarial attacks, achieved through physical objects that can c…