Toward Reasoning on the Boundary: A Mixup-based Approach for Graph Anomaly Detection

Hwan Kim, Junghoon Kim, Sungsu Lim

While GNN-based detection methods excel at identifying overt outliers, they often struggle with boundary anomalies -- subtly camouflaged nodes that are difficult to distinguish fro…