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