Frequency maps reveal the correlation between Adversarial Attacks and Implicit Bias

Lorenzo Basile, Nikos Karantzas, Alberto d'Onofrio +4

Despite their impressive performance in classification tasks, neural networks are known to be vulnerable to adversarial attacks, subtle perturbations of the input data designed to…