Voice fraud poses a substantial challenge to the banking industry. Criminals are exploiting sophisticated technologies to deceive as legitimate bank representatives, tricking customers into revealing sensitive data. To counter this evolving threat, banks must deploy a multi-layered security system. This strategy should include techniques to authen