BRAIN Journal

DOI
Article snapshot

Dynamic QR attendance tracking for educational institutions

01

Problem

Attendance monitoring remains vulnerable to proxy registration, shared credentials, static QR screenshots, lost cards, and privacy concerns around biometrics.

02

Proposal

A hybrid system uses mobile-generated, cryptographically signed QR codes with building gates, classroom QR checks, API validation, and administrative reporting.

03

Security Model

Codes are time-bound and tied to a device-specific key, with a ten-second epoch used in the QR payload model described by the article.

04

Expected Outcome

The article expects improved efficiency, reduced administrative workload, better traceability, and fewer opportunities for attendance manipulation.

Authors

Methodology

    System Blocks

    Check-in Procedure

    Results Reported

      Limits and Considerations

        Simulated Fraud-Attempt Success Rate (%)

        Attack Method Static QR RFID Cards Biometrics Proposed Dynamic QR System

        Notes from the article: * assumes a sophisticated deepfake attack is not used; ** prevented by the ten-second validity and physical presence requirement at the speed gate; *** prevented by device-specific secure key storage.

        Server Hardware Requirements

        ComponentMinimumRecommended

        Software System Requirements

        ComponentTechnology / Notes

        Conclusion

          Educational fictional simulation

          Secure Campus - Dynamic QR Attendance Challenge

          Design a smart access and attendance system. Stop fraud attempts, protect student data, and keep the campus running under pressure.

          Score values are game mechanics for the educational scenario. They are not measurements reported by the article.

          Interactive Campus

          Mission: configure the system and run the first validation.

          Fictional campus map based on the article's entrance, classroom, and exit validation points.

          Round 1 - Normal Morning

          Security Control Panel

          Live Event

          Mobile Application

          Fraud percentages for Static QR, RFID, Biometrics, and Dynamic QR follow Table 3. Bar ratings and Paper Attendance ratings are educational interpretations for the game.

          Privacy Risk

          Medium

          Correct decisions follow data minimisation, purpose limitation, transparency and consent, data security, retention limitation, and the right to be forgotten.

          Fictional operational dashboard. Values, names, devices, timestamps, and logs are simulated for the game.

          TimestampStudentDeviceLocationEventResultRisk

          Research Basis

          This game is an educational representation inspired by the article's conceptual model for automating access and attendance in educational institutions. Characters, event cards, student names, devices, logs, dashboard values, and scenarios are fictional. The game is not a production-ready security system.