Voice fraud poses a substantial threat to both financial institutions and consumers. This malicious practice employs advancements in artificial intelligence to impersonate legitimate voices, causing financial losses. To address this increasing danger, robust security measures are necessary. Financial institutions must implement multi-factor authent