Modern Software as a Service biometric security flash drive (SaaS) applications demand increasingly robust security measures to secure sensitive user data. Traditional authentication methods, such as passwords and usernames, are vulnerable to breaches. Biometric authentication offers a compelling alternative by leveraging unique biological traits f