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S. Islam

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Open access 2026

Privacy-Preserving Financial Fraud Detection Using Federated Heterogeneous Temporal GraphSAGE

This study introduces FHT-GraphSAGE, a federated heterogeneous temporal graph learning framework for privacy-preserving financial fraud detection that combines heterogeneous temporal graph construction, a relation-aware GraphSAGE encoder with sinusoidal temporal edge embeddings, and a Federated Averaging optimization s...

S. Islam, Md. Abul Kalam Azad, A. Masum et al. · 0 citations

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