The surge of digital payments has created a golden opportunity for fraudsters looking to capitalize on vulnerable systems. Smartphone devices, often the primary platform for digital transactions, are particularly susceptible to scams. To combat this increasing threat, a integrated approach is essential. This entails deploying robust security protoc