Ioannis Pitas

Properties of Learning Multiplicative Universal Adversarial Perturbations in Image Data

2022

Adversarial attacks in image classification are optimization problems that estimate the minimum perturbation required for a single input image, so the neural network misclassifies it. Universal adversarial perturbations are adversarial attacks that target a whole …