Securing financial transactions: exploring the role of lightweight blockchain-enabled deep learning for fraud detection in FinTech systems

Abstract The rapid digitization of financial transactions has increased efficiency but also exposed systems to sophisticated fraud attempts, posing significant challenges to ensuring transaction security. Traditional fraud detection approaches, including rule-based systems and conventional machine l...

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Ngā kaituhi matua:	Saad M. Darwish, Samah EL-Naggar, Saleh M. Elkaffas
Hōputu:	Artigo
Reo:	Inglês
I whakaputaina:	SpringerOpen 2026-01-01
Rangatū:	Cybersecurity
Ngā marau:	Anomaly detection Lightweight blockchain Financial transaction security Adaptive fraud detection
Urunga tuihono:	https://doi.org/10.1186/s42400-025-00436-8
Ngā Tūtohu:	Tāpirihia he Tūtohu Kāore He Tūtohu, Me noho koe te mea tuatahi ki te tūtohu i tēnei pūkete!