Robert, Boris

On Assessing ML Model Robustness: A Methodological Framework (Academic Track)

2025

Due to their uncertainty and vulnerability to adversarial attacks, machine learning (ML) models can lead to severe consequences, including the loss of human life, when embedded in safety-critical systems such as autonomous vehicles. Therefore, it …