The financial industry deals with a increasing threat from voice fraud. Criminals leveraging advancements in computer-generated intelligence to impersonate legitimate representatives, deceiving customers into sharing sensitive data. To address this evolving threat, banks have to adopt robust security protocols that go beyond established authenticat