Voice fraud is a growing threat to the banking industry, victimizing millions of individuals worldwide. These criminals exploit vulnerabilities in interaction systems, impersonating legitimate sources to deceive unsuspecting customers into revealing sensitive information or authorizing fraudulent transactions. The "silent thief" operates with steal

As technology evolves, so too do the methods we utilize to safeguard our valuable information. Biometric authentication has emerged as a leading solution, offering enhanced security compared to traditional passwords and PINs. Among the various biometric modalities, voice recognition stands out as a particularly powerful tool due to its inherent con