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Author

Farhan Shakil

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Open access 2026

Temporal and Relational Graph Neural Networks for Fraud Detection in Transaction Networks

Financial fraud in credit card and bank transactions remains a significant challenge, as traditional detection systems often struggle to keep pace with evolving fraudulent strategies. This paper addresses the problem by formulating fraud detection as a supervised link prediction task in transaction networks, with the c...

M. Faruq, Md. Al Amin Khan, Farhan Shakil et al. · 1 citation

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