Runang He

Temporal Motif-aware Graph Test-time Adaptation for OOD Blockchain Anomaly Detection

The ever-evolving transaction patterns have significantly hindered anomaly detection on emerging cryptocurrency blockchains due to the vast number of addresses and diverse anomalous behaviors. Recently, advanced Graph Anomaly Detection (GAD) approaches applied to blockchains have faced two critical