On Evaluating Adversarial Robustness of Chest X-ray Classification: Pitfalls and Best Practices

Salah Ghamizi, Maxime Cordy, Michail Papadakis +1

Vulnerability to adversarial attacks is a well-known weakness of Deep Neural Networks. While most of the studies focus on natural images with standardized benchmarks like ImageNet…