Biometric authentication has become a cornerstone of modern security systems. With technologies like fingerprint recognition, facial scans, and voice verification, it's increasingly used for secure access to applications, devices, and sensitive data. However, as biometric systems grow in complexity, so do their vulnerabilities. Ensuring the safety and resilience of these