The Selection Rule Decides the Winner: A Pre-Registered Audit of Open-Set Graph Anomaly Detection

Farhan Shahriyar Hossain, Taufikur Rahman Fuad, Md Abrar Jahin +1

Open-set graph anomaly detection trains on a few labeled anomalies from one class and must also find anomaly classes that were never labeled. Published results share three conventi…