As banks increasingly integrate voice-activated technologies, criminals are rapidly leveraging these platforms for fraudulent purposes. Voice fraud, also known as voice phishing or spoofing, involves the manipulation of voice communications to trick individuals into disclosing sensitive information. This growing threat represents a major challenge