The rise of contactless financial methods, particularly handheld payments, has undeniably brought ease to consumers. However, this increase has also created a fertile ground for illicit activity. As more individuals embrace handheld payment platforms, criminals are developing increasingly sophisticated schemes to steal private information. These ex