Voice fraud is a escalating threat, with criminals exploiting artificial intelligence (AI) to copyright individuals' voices for malicious purposes. This complex form of deception can have severe consequences, violating sensitive information and resulting financial losses. To address this evolving threat, it's vital to implement robust security tha