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All Journal JiTEKH (Jurnal Ilmiah Teknologi Harapan)
Sulistianto, Sigit Adhi
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Civil Engineering, Building, Construction & Architecture Computer Science & IT Electrical & Electronics Engineering Engineering Mechanical Engineering

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Design and Implementation of Safe Security System Using Multi-Factor Authentication: Facial Recognition, National ID Card and PIN Muharom, Syahri; Sulistianto, Sigit Adhi; Firmansyah, Riza Agung; Pambudi, Wahyu Setyo; Kurniawan, Muchammad
JiTEKH Vol. 14 No. 1 (2026): March 2026
Publisher : Universitas Harapan Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35447/jitekh.v14i1.1306

Abstract

Traditional storage cabinets that rely on conventional locks and provide unrestricted access are highly vulnerable to theft. To safeguard documents and other valuable items from loss, an integrated security system is required to regulate and secure access to storage compartments. This study aims to develop a security system based on facial recognition, ID cards, and a keypad interface The Haar Cascade classifier combine with LPBH utilizing the OpenCV library is employed for facial identification by storing 30 photos per person in a designated folder, and subsequently comparing facial objects captured by a webcam against pre-stored and trained facial data in the database. The analysis indicates that the optimal detection range of the system is between 100 and 300 cm. In facial orientation testing, the best recognition performance is achieved at angles between 0° and 40°. Based on 20 experimental trials, the system demonstrates an average success rate of 80%. These results suggest that a facial‑recognition‑based security system utilizing the Haar Cascade approach is feasible for implementation as a protective mechanism for storage cabinets.
Co-Authors Firmansyah, Riza Agung Muchammad Kurniawan Muharom, Syahri Wahyu Setyo Pambudi