This chapter advances the fraud detection paradigm from temporal and behavioral sequence modeling to relational inference by introducing GNNs for structured transaction analysis.

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Graph Neural Network for Online Payment Fraud Detection

  • Yu Xie,
  • Yue Tian,
  • Jiamin Yao,
  • Guanjun Liu

摘要

This chapter advances the fraud detection paradigm from temporal and behavioral sequence modeling to relational inference by introducing GNNs for structured transaction analysis.