Sophie Tremblay

Dynamic Cost-Sensitive Fraud Detection for Real-Time Financial Transactions: A Budget-Aware Three-Way Execution Framework

Internet-finance platforms must decide, for every arriving transaction and within milliseconds, whether to approve it, challenge it, or decline it. Recent cost-sensitive work has shown that mapping a calibrated fraud probability and the transaction amount to a three-way execution action is far more profitable than thre...