Temporal Graph Prototype-conditioned Conformal Prediction for Fraud Detection

Xudong Chen, Shengbo Gong, Lu Cheng +1

Conformal prediction (CP) provides distribution-free coverage guarantees and has emerged as a principled tool for uncertainty quantification. In edge-level fraud detection on tempo…