Deciphering the Definition of Adversarial Robustness for post-hoc OOD Detectors

Peter Lorenz, Mario Fernandez, Jens Müller +1

Detecting out-of-distribution (OOD) inputs is critical for safely deploying deep learning models in real-world scenarios. In recent years, many OOD detectors have been developed, a…