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Social engineering fraud has become a growing concern in European payment systems because, unlike other fraud types, it directly targets human psychology rather than technical vulnerabilities, convincing victims to authorize payments themselves. Previous research on fraud detection using machine learning methods has primarily focused on credit card payments. In cases where behavioral features have
