Voice fraud poses a substantial threat to both banks and consumers. This fraudulent practice utilizes advancements in artificial intelligence to impersonate legitimate voices, resulting in financial harm. To combat this persistent danger, effective security measures are crucial. Financial institutions must deploy multi-factor authentication, biomet