Mind the Gap: Detecting Black-box Adversarial Attacks in the Making through Query Update Analysis

Jeonghwan Park, Niall McLaughlin, Ihsen Alouani

Adversarial attacks remain a significant threat that can jeopardize the integrity of Machine Learning (ML) models. In particular, query-based black-box attacks can generate malicio…