Fingerprint Identification Banking(FIB); Affordable and Secure Biometric IOT Design

Biometrics, particularly fingerprint recognition, plays a significant role in enhancing security and accurate identification across various industries. Its non-transferable and non-reproducible nature makes it highly desirable. Fingerprint authentication in ATMs offers improved security through unique identification and user convenience by eliminating the need for PINs or passwords. This project focuses on account management through ATMs and utilizes a portable device to address issues like card trapping and PIN theft. The system is designed to be affordable and user-friendly. The results of the system's implementation demonstrate its successful use over A sample of 60 uses and the obtained confusion matrix indicates a high classification accuracy rate and a low error rate. However, a relatively small false positive rate suggests the possibility of some false alarms or misclassifications.