Voice fraud poses a substantial threat to both banks and consumers. This deceptive practice utilizes advancements in artificial intelligence to impersonate legitimate voices, resulting in financial harm. To mitigate this emerging danger, robust security measures are essential. Financial institutions must adopt multi-factor authentication, biometric