With the growth of mobile payments, fraudulent activity has become a pressing concern. Fraudsters are constantly evolving their tactics to exploit vulnerabilities in the mobile payment ecosystem. Financial institutions must take proactive steps to combat mobile fraud and safeguard consumers from financial harm. Utilizing robust security measures,