Voice fraud poses a significant threat to both financial institutions and consumers. This deceptive practice utilizes advancements in artificial intelligence to impersonate legitimate voices, leading financial damages. To mitigate this increasing danger, robust security measures are necessary. Financial institutions must adopt multi-factor authenti