Kaixi Song

DKFraudNet: a knowledge-guided adversarial learning framework for fraud user detection

Introduction Fraud user identification in telecommunications is hindered by scarce, noisy, and imbalanced labels, while expert rules may provide ambiguous or contradictory evidence. Methods We propose DKFraudNet, a knowledge-guided framework that integrates domain knowledge regularization, an attention-adaptive conditi...