Voice fraud is a growing threat, with criminals exploiting artificial intelligence (AI) to impersonate individuals' voices for malicious purposes. This complex form of deception can have severe consequences, compromising sensitive information and resulting financial losses. To mitigate this evolving threat, it's crucial to implement robust protect