Voice fraud poses a significant threat to the banking industry. Fraudsters are exploiting sophisticated technologies to masquerade as legitimate bank personnel, coercing customers into revealing sensitive information. To counter this evolving threat, banks must deploy a comprehensive security framework. This system should include measures to verif