Voice fraud poses a growing threat to both banks and consumers. This malicious practice utilizes advancements in artificial intelligence to forge legitimate voices, causing financial harm. To address this emerging danger, comprehensive security measures are crucial. Financial institutions must deploy multi-factor authentication, biometrics, and sop