Journal of Intelligent Decision Support System (IDSS)
Vol 9 No 3 (2026): September: Intelligent Decision Support System (IDSS)

RFID-based cadet access management system with face recognition and cctv integration

Azzam Ma'ruf (, Indonesia Defense University, Bogor, Indonesia)
Muhammad Azhar Prabukusumo (Indonesia Defense University, Bogor, Indonesia)
Eryan Ahmad Firdaus (Indonesia Defense University, Bogor, Indonesia)



Article Info

Publish Date
30 Sep 2026

Abstract

Access control in a military campus environment demands records that are accurate, fast, and difficult to falsify, yet manual logbook recording at Unhan RI remained prone to error and identity fraud. This study designed and built SAKTI, a web-based integrated security access system whose novelty lies in unifying three components within a single transaction flow: RFID for initial identification, face recognition for biometric authentication, and event-based CCTV capture as tamper-proof visual evidence. Unlike prior dual-factor systems, this unified pipeline produces a real-time digital audit trail that links every access decision to a captured identity image and a centralised presence record. The system was developed using Rapid Application Development with a Laravel-MySQL backend and a Python worker for face verification and RTSP snapshot retrieval. Testing on fifty cadets achieved a hundred percent verification success rate, reduced processing time by 77.8 percent, and earned very good scores in User Acceptance Testing from both security personnel and cadets. SAKTI demonstrates a practical and scalable approach to enhancing physical security management, real-time identity verification, and forensic audit trail generation in military campus environments.

Copyrights © 2026






Journal Info

Abbrev

jidss

Publisher

Subject

Computer Science & IT

Description

An intelligent decision support system (IDSS) is a decision support system that makes extensive use of artificial intelligence (AI) techniques. Use of AI techniques in management information systems has a long history – indeed terms such as "Knowledge-based systems" (KBS) and "intelligent ...