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Theresia Dwi Siwi
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Jurnal Telkommil
Published by Politeknik Angkatan Darat
ISSN : -     EISSN : 27231283     DOI : -
Core Subject : Science, Engineering,
Computer Science & IT Control & Systems Engineering Engineering
Jurnal Telkommil meliputi pembahasan tentang Sistem Telekomunikasi Analog dan digital, Sistem radar dan telemetri, Broadcast and Instrumentation System, sistem UGV, sistem UAV dan Robotic, Map Info dan GIS, Geomatika, Sensor dan Transducer, Artivicial Intellegent, Teknologi Informatika, missile and weapon control.
Arjuna Subject : Ilmu Komputer (semua kategori) - Aplikasi Ilmu Komputer
Articles 187 Documents
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Optimization of Honeypots for Real-Time Cyberattack Mitigation Using AI and Log Analysis to Detect New Attacks: Rekayasa Keamanan Siber Dimas Pramudya Pratama
Jurnal Telkommil Vol 6 No 2 (2025): Jurnal Telkommil
Publisher : Pustaka Poltekad

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54317/kom.v6i2.565

Abstract

Cybersecurity has become a major concern due to the increasing threats to digital systems and network infrastructure. In response to these threats, the honeypot technique, which serves to lure attackers, has advanced rapidly with the integration of artificial intelligence (AI) and machine learning. AI-based honeypots offer the ability to detect attacks more accurately and quickly compared to traditional systems. This research aims to explore the effectiveness of AI-based honeypots in detecting and analyzing attacks in real-time, using HoneyShield as the primary platform. The results of the study show that the system successfully detected attack types such as SQL Injection, Brute Force, XSS, and DDoS, with a higher accuracy rate, as well as the ability to read attack logs to identify new attack patterns. This research also identifies the challenges and solutions in implementing AI-based honeypots to counter increasingly sophisticated attacks.
Pengembangan Sistem Irigasi Adaptif Menggunakan Kecerdasan Buatan dan Sensor Lingkungan: Telekomunikasi Militer Aloysius Aloy; Vincensius Arga Yoda; Imam Ashar
Jurnal Telkommil Vol 6 No 2 (2025): Jurnal Telkommil
Publisher : Pustaka Poltekad

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54317/kom.v6i2.566

Abstract

Abstrak: Pengelolaan air yang efisien menjadi faktor kunci dalam mendukung ketahanan pangan dan keberlanjutan pertanian di tengah perubahan iklim global. Penelitian ini mengembangkan sistem irigasi adaptif berbasis kecerdasan buatan (AI) dan sensor lingkungan untuk mengoptimalkan distribusi air pada lahan pertanian. Sistem ini memanfaatkan data sensor kelembaban tanah, suhu, dan intensitas cahaya yang diproses oleh algoritma pembelajaran mesin untuk menentukan jadwal dan volume irigasi secara otomatis dan real-time. Implementasi metode ini diuji dalam dua skenario: eksperimen laboratorium dan uji lapangan. Hasil pengujian menunjukkan penghematan penggunaan air hingga 35% dibandingkan irigasi konvensional dengan peningkatan pertumbuhan tanaman yang signifikan. Sistem ini menawarkan solusi praktis bagi petani dalam menghadapi tantangan efisiensi air dan perubahan cuaca yang tidak menentu. Penelitian ini diharapkan menjadi kontribusi penting dalam pengembangan pertanian presisi di Indonesia. Kata kunci: Irigasi adaptif, kecerdasan buatan, sensor lingkungan, pertanian cerdas, efisiensi air.
ESP32-Based Smart Office Prototype with Wi-Fi and MQTT Integration on Telecommunications Infrastructure: Telekomunikasi Militer Rifqi Susendo; Isa Mahfudi; Agung Wibowo
Jurnal Telkommil Vol 6 No 2 (2025): Jurnal Telkommil
Publisher : Pustaka Poltekad

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54317/kom.v6i2.575

Abstract

Abstract:The development of the Internet of Things (IoT) has encouraged the adoption of smart office concepts to improve operational efficiency. This study presents a smart office prototype based on the ESP32 microcontroller, integrated with Wi-Fi connectivity and the MQTT communication protocol. The system is designed to monitor environmental conditions, such as temperature and humidity, while enabling real-time control of electronic devices through a Node-RED dashboard. System evaluation was conducted by measuring communication latency, sensor accuracy, power consumption, network stability, and data security. The results indicate low latency, reliable sensor accuracy, and support for multi-user access without performance degradation. In addition, the system implements Transport Layer Security (TLS) encryption to protect data from potential cyber threats. With its low implementation cost and high integration flexibility, the prototype is considered feasible for broader operational deployment, particularly in office telecommunication environments that demand automation, energy efficiency, and productivity improvement. Keywords: Smart Office, ESP32, Wi-Fi, MQTT, Internet of Things, Office Automation, Node-RED, Energy Efficiency
Development of an Interactive Cryptographing Machine Based on Hiding Files in Files with a Library Processing Library for JavaScript on the Localhost Platform: Telekomunikasi Militer Hasby Fajrus Shodiq; Desyderius Minggu; Ananda Herdi Akbar
Jurnal Telkommil Vol 6 No 2 (2025): Jurnal Telkommil
Publisher : Pustaka Poltekad

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54317/kom.v6i2.586

Abstract

Rapid technological developments are driving an increasing need for intelligent, unreadable data security. One particularly interesting approach is the Processing for JavaScript library-based steganography technique. A series of experiments implementing this technique focused on how hidden files can be embedded and re-extracted without compromising the data, disrupting the function of the hidden file, or altering the function of the host file. Through various experiments and tests, it was found that this experiment was able to maintain consistent results and could be further developed, with the hope of developing a practical, flexible, and secure data security system in the future.
Implementasi Sensor MPU6050 dalam Mendeteksi Pergerakan pada Smart Patok Perbatasan RI–Malaysia: Telekomunikasi Militer Rendy Sulistia; Desyderius Minggu; Fajar Kholid
Jurnal Telkommil Vol 6 No 2 (2025): Jurnal Telkommil
Publisher : Pustaka Poltekad

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54317/kom.v6i2.587

Abstract

Permasalahan keamanan di wilayah perbatasan sering terjadi akibat pergeseran atau perusakan patok yang menandai batas negara. Penyebab kerusakan atau pergeseran patok batas bisa terjadi oleh beberapa sebab, mulai dari bencana alam seperti tanah longsor dan erosi hingga ulah oknum manusia sendiri, Penelitian ini bertujuan untuk mengembangkan sistem deteksi pergerakan patok menggunakan sensor MPU6050 yang dapat mendeteksi perubahan posisi secara real time. Sistem ini memanfaatkan gabungan akselerometer dan giroskop untuk mengidentifikasi getaran dan perubahan orientasi. Penelitian dilakukan dengan metode eksperimen menggunakan ESP32 sebagai mikrokontroler dan modul LoRa sebagai sarana komunikasi nirkabel jarak jauh. Pengujian dilakukan dengan berbagai skenario gangguan pada patok simulasi, seperti goyangan ringan, guncangan kuat, hingga pencabutan patok. Sistem ini juga mampu beroperasi di wilayah tanpa jaringan internet dan memiliki konsumsi daya rendah, sehingga cocok digunakan di daerah terpencil. Kesimpulan dari penelitian ini adalah bahwa sensor MPU6050 dapat diimplementasikan secara efektif dalam sistem pemantauan patok perbatasan. Pengembangan lebih lanjut direkomendasikan untuk menambahkan modul GPS dan sistem logging data untuk meningkatkan keandalan monitoring jangka panjang.
Token One-Time Password Berbasis Waktu dengan HMAC-SHA3: Rekayasa Keamanan Siber Gilang Nugroho Pratomo
Jurnal Telkommil Vol 6 No 2 (2025): Jurnal Telkommil
Publisher : Pustaka Poltekad

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54317/kom.v6i2.589

Abstract

Perlindungan autentikasi adalah elemen kunci dalam menjaga sistem informasi dari akses tidak sah. Metode autentikasi konvensional berbasis password statis dinilai kurang aman karena rentan terhadap pencurian data dan serangan brute force. Salah satu solusi yang berkembang adalah Time-based One-Time Password (TOTP), yaitu mekanisme autentikasi dinamis yang menghasilkan token unik dan hanya berlaku dalam periode waktu tertentu. Namun, algoritma kriptografi yang umum digunakan, HMAC-SHA1, mulai dianggap lemah dalam menghadapi ancaman kriptanalisis modern. Oleh karena itu, penelitian ini mengusulkan penerapan HMAC-SHA3 pada sistem TOTP untuk meningkatkan keamanan dan keandalan autentikasi. Metode penelitian dilakukan melalui perancangan, implementasi, dan pengujian prototipe TOTP berbasis HMAC-SHA3, serta perbandingan dengan HMAC-SHA1. Hasil penelitian menunjukkan bahwa penggunaan HMAC-SHA3 memberikan tingkat keamanan yang lebih tinggi terhadap serangan collision dan brute force, dengan performa komputasi yang masih efisien untuk digunakan pada sistem autentikasi modern.
Qualitative Analysis of the Security of URLs Extracted from QR Codes Using Artificial Intelligence: A Review of Current Literature: Rekayasa Keamanan Siber Gatut Yulisusianto; M. Andi Kurniawan; Yohanes Dwi Cahyono
Jurnal Telkommil Vol 6 No 2 (2025): Jurnal Telkommil
Publisher : Pustaka Poltekad

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54317/kom.v6i2.592

Abstract

The increasing use of QR codes in daily life has created opportunities for cyber threats, such as the insertion of malicious URLs that are difficult for average users to recognize. This research aims to qualitatively analyze best practices in URL security detection extracted from QR codes, particularly focusing on artificial intelligence (AI) approaches and the integration of digital audit systems. A systematic literature review method was applied, drawing from internationally indexed publications and thematic observations about user behavior and threat detection technologies for phishing and malware. Findings indicate that AI-based detection systems effectively identify security threats earlier and more accurately, especially when combined with user education features and activity logging through the Wazuh/ELK Stack. However, human error due to limited digital security literacy remains a major challenge. The study concludes that integrating automated detection technologies, user education, and digital auditing is crucial to mitigating cyberattacks via QR codes. Development of adaptable tools for emerging threat patterns and behavior-based user education strategies are recommended to enhance the national cybersecurity ecosystem.
Implementation of an IoT-Based Weapons Inventory System Using Barcode Technology for Weapons Inflow and Outflow Tracking at the Poltekad’s Weapons Armory: Telekomunikasi Militer Maulana Hasan; Desyderius Minggu; Ananda Herdi Akbar
Jurnal Telkommil Vol 6 No 2 (2025): Jurnal Telkommil
Publisher : Pustaka Poltekad

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54317/kom.v6i2.597

Abstract

The security and efficiency issues in the management of weapons storage in military environments especially in the Indonesian Army (TNI-AD) have become a significant concern because many potential loss case or misuse of weapons that frequently happen. This research is aim to implement and develop an integrated system by using the IOT Infrastructure combining with barcodes to monitoring the inflow and outflow process at weapons armory. The method used microcontroller ESP32 as the control center to collect and deliver the data into the web server for recording and reporting. This method is tested through daily operational simulation to tested the accuracy and reliability of inflow-outflow weapons process. The result show that the system is capable of providing real-time and accurate weapons status information through a web interface and can be accessed via internet. This system is successfully reducing the manual recording process and is able to provide direct inventory condition to the officers. The barcodes system is successfully implemented on 104 SS-2 Pindad Rifles and 105 Pistols located in the Poltekad’s Armory with 100% success reading rate at optimal read distance 2-5 cm.
Intelligent System for Real-Time Weapon and Combat Equipment Detection Based on Computer Vision for Military Base Security: Rekayasa Keamanan Siber Yudhi Darmawan; Ilyas Hasmi; Robianto Herdana Sukirno
Jurnal Telkommil Vol 6 No 2 (2025): Jurnal Telkommil
Publisher : Pustaka Poltekad

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54317/kom.v6i2.599

Abstract

This research proposes an intelligent security system based on computer vision for real-time detection of weapons and military equipment in guard posts and military bases. The primary objective is to strengthen early warning capabilities by automatically identifying objects resembling firearms, knives, or combat gear through surveillance cameras. The system employs convolutional neural networks (CNN) for object classification and detection, integrated with a real-time alert mechanism to notify security personnel when suspicious items are detected. The method includes dataset collection of various weapon and combat equipment images, preprocessing, model training using YOLOv8, and evaluation with precision, recall, and F1-score metrics. Experimental results demonstrate that the system can accurately recognize specific military-related objects with high detection speed, ensuring reliable performance in real-time monitoring scenarios. The findings highlight the potential application of artificial intelligence in enhancing situational awareness and proactive security measures in military environments. This study concludes that the implementation of computer vision-based intelligent detection systems can significantly improve the effectiveness of base and post security operations, providing timely alerts to prevent potential threats
Perancangan Sistem Klasifikasi Jenis Konten QR Code Berbasis Analisis Data untuk Validasi Keamanan Tautan: Rekayasa Keamanan Siber Nico Fahrul; Jeki Saputra; Transisma Budiarta
Jurnal Telkommil Vol 6 No 2 (2025): Jurnal Telkommil
Publisher : Pustaka Poltekad

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.54317/kom.v6i2.601

Abstract

Tujuan dari penelitian ini adalah merancang dan mengevaluasi sistem klasifikasi konten QR Code dengan menggunakan analisis data untuk mendukung proses validasi keamanan link. Kode QR kini telah diadopsi secara luas di berbagai sektor, mulai dari penyediaan akses informasi, transaksi keuangan berbasis digital, hingga pertukaran data kontak. Namun, kemudahan penggunaannya sering dimanfaatkan pihak tidak bertanggung jawab untuk menyebarkan tautan berbahaya atau konten yang tidak aman. Penelitian ini menggunakan pendekatan kualitatif deskriptif dengan prosedur pengumpulan data QR Code yang berasal dari berbagai sumber, analisis struktur dan pola konten, serta identifikasi potensi risiko keamanan yang terkandung. Sistem yang dirancang difokuskan untuk mengenali kategori konten seperti URL, pembayaran, email, teks, telepon, dan vCard, serta melakukan proses validasi keamanan tautan yang teridentifikasi. Hasil analisis menunjukkan bahwa sistem ini dapat membantu mengidentifikasi tipe konten QR Code dan memberikan informasi keamanan yang bermanfaat bagi pengguna sebelum melakukan akses. Kesimpulan penelitian menegaskan bahwa penerapan sistem ini dapat menjadi upaya preventif dalam mengurangi risiko ancaman keamanan digital berbasis QR Code. Saran pengembangan ke depan adalah mengintegrasikan sistem dengan basis data ancaman siber terkini untuk meningkatkan ketepatan analisis dan validasi keamanan.

Page 14 of 19 | Total Record : 187

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