Voice fraud is a escalating threat, with criminals exploiting artificial intelligence (AI) to mimic individuals' voices for malicious purposes. This advanced form of deception can have critical consequences, exposing sensitive information and causing financial losses. To combat this changing threat, it's essential to implement robust security that