Elliptic

Company · 2 documents

Key number

0.4170

Adaptive mixture average precision. Journal of Computing and Electronic Information Management p.1

Key number

0.963

PaySim Macro F1 Score. Academic research p.1

Loss-Responsive Dual-Memory Graph Models for Fraud Drift: A Controlled Temporal Stress Test

Research paperJournal of Computing and Electronic Information ManagementNovember 20267 pages

The reproducible synthetic temporal transaction stream generator fixes its random seed to 20261022 and creates T=49 directed snapshots with 240 nodes each, totaling 11,760 node instances.

DL-RL: Dual-Layer Graph Neural Networks with Curriculum Reinforcement Learning for Financial Fraud Detection

Research paperAcademic researchNovember 20267 pages

Financial fraud imposes estimated annual global losses exceeding $5.1 trillion, while digital payment fraud grows at over 30% per year.