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September 24, 2025Deleted JournalOpen Access

Facial Biometric-Based ATM Transaction System

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Authors

MMahadevPNProf. B Vijaya NirmalaAl-Ameen College of PharmacyMTMadivalappa Talawar

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Overview

This design reduces card dependence and improves user authentication through mobile number and facial recognition.

Key Points

  • The system significantly reduces risks related to card theft and unauthorized access, enhancing banking security.
  • Users are required to enter their mobile number, select a bank, and authenticate with a 4-digit PIN before facial recognition.
  • The multi-layered approach integrates mobile numbers, PINs, and facial biometrics to provide a robust cardless ATM experience.
  • Built using computer vision technologies, the system ensures a balance between usability and security in digital banking.

Cite This Study

Mahadev et al. (2025) studied this question.

synapsesocial.com/papers/68d6d8978b2b6861e4c3eeb3https://doi.org/10.47392/irjaeh.2025.0523
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Enhanced Security for ATM Machines Using Facial Recognition and OTP2024
  2. 2ATM Security based on Face Verification2024
  3. 3Enhance the Security of ATM Machine Access with Face and Fingerprint Recognition2024 · 1 citations
  4. 4Leveraging Face Recognition Technology for Secure ATM Transaction2024
  5. 5Biometric ATM Authentication System2024