Jeonghwan Park

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

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 malicious noise without having access to the victim model's architecture, making them practical in real-world contexts. The com…