Voice fraud poses a significant threat to both banks and consumers. This malicious practice utilizes advancements in artificial intelligence to impersonate legitimate voices, resulting in financial damages. To mitigate this increasing danger, comprehensive security measures are necessary. Financial institutions must deploy multi-factor authenticati