Voice fraud poses a growing threat to both financial institutions and consumers. This fraudulent practice utilizes advancements in artificial intelligence to mimic legitimate voices, leading financial damages. To combat this persistent danger, comprehensive security measures are essential. Financial institutions must adopt multi-factor authenticati