Protecting sensitive electronic systems requires robust security measures, and digital fingerprint authentication on circuit boards is emerging as a leading solution. This advanced technology utilizes unique patterns and characteristics to verify the identity of users and components, preventing unauthorized access and ensuring the integrity of critical data. The intricate micro-pattern
