Voice fraud poses a growing threat to both banks and consumers. This deceptive practice leverages advancements in artificial intelligence to mimic legitimate voices, resulting in financial losses. To mitigate this persistent danger, effective security measures are essential. Financial institutions must implement multi-factor authentication, biometr