Robust Detection of Directional Adversarial Attacks in Deep Neural Networks for Radiological Imaging

Tristan Malatyński, Joanna Jaworek-Korjakowska

Deep learning is now central to radiology, helping detect changes on X-rays, CTs, and MRIs. However, these systems are highly vulnerable to adversarial attacks - small, crafted per…