Explaining Adversarial Vulnerability with a Data Sparsity Hypothesis

Mahsa Paknezhad, Cuong Phuc Ngo, Amadeus Aristo Winarto +4

Despite many proposed algorithms to provide robustness to deep learning (DL) models, DL models remain susceptible to adversarial attacks. We hypothesize that the adversarial vulner…