DAAIN: Detection of Anomalous and Adversarial Input using Normalizing Flows

Samuel von Baußnern, Johannes Otterbach, Adrian Loy +2

Despite much recent work, detecting out-of-distribution (OOD) inputs and adversarial attacks (AA) for computer vision models remains a challenge. In this work, we introduce a novel…