• Integrasi Snort dan Fail2ban Untuk Deteksi dan Pencegahan Serangan Brute Force Pada Protokol MQTT 

  Saragih, Fleming Rabbidores (Universitas Sumatera Utara, 2025)

  Message Queuing Telemetry Transport (MQTT) is a popular protocol within the Internet of Things (IoT) ecosystem. However, this protocol lacks built-in security mechanisms, leaving it vulnerable to attacks such as brute ...

• Implementasi YOLOv10 untuk Deteksi Makanan Sebagai Pencatatan Asupan Gizi Protein Secara Realtime 

  Pangestu, Abhi Ryan (Universitas Sumatera Utara, 2025)

  Nutrition refers to substances derived from food that are essential for the body to grow, develop, and maintain normal organ function. Protein is one of the primary components of macronutrients and plays a vital role ...

• Identifikasi Penyakit Gigi dan Mulut Menggunakan Metode Mobilenetv3 dan Efficientnetv2 

  Ramadhan, Filza Rizki (Universitas Sumatera Utara, 2026)

  Dental and oral diseases remain a prevalent health issue in Indonesia. The lack of routine dental check-ups and limited number of medical professionals highlight the need for an automated image-based identification system. ...

• Sistem Monitoring Kualitas Air Mineral Berbasis IoT dengan Metode SAW (Simple Additive Weighting) 

  Marpaung, Fairuz Arifin Basmara Helmie (Universitas Sumatera Utara, 2025)

  Water is a vital resource for human life, and therefore its quality must always be maintained. This research aims to develop a mineral water quality monitoring system based on the Internet of Things (IoT) using the Simple ...

• Analisis Sentimen Berbasis Aspek terhadap Pilihan Presiden Menggunakan Algoritma LSTM pada Sosial Media X 

  Pasaribu, Monika Laurensia (Universitas Sumatera Utara, 2025)

  Democracy serves as the fundamental foundation of Indonesia’s governmental system, where citizens play a significant role in determining their leaders through general elections. The election results decide who will lead ...

• Deteksi Komentar Spam Promosi Judi Online Pada Video Siaran Langsung YouTube Menggunakan Algoritma Gated Recurrent Unit (GRU) 

  Dzakwan, Dzakiy (Universitas Sumatera Utara, 2025)

  Spam comments promoting online gambling are increasingly prevalent in YouTube live-stream chats, degrading interaction quality and contravening Article 27(2) of Indonesia’s Electronic Information and Transactions Law (UU ...

• Analisis Sistem Inferensi Fuzzy Mamdani Kompleks pada Lama Penyinaran Matahari 

  Sinaga, Hario Tamtomo (Universitas Sumatera Utara, 2025)

  Climate change and weather variability have become significant global challenges, particularly in predicting atmospheric parameters such as sunshine duration. This parameter plays a crucial role in agriculture, energy, and ...

• Pengembangan Aturan Fuzzy Mamdani Menggunakan Algoritma Gray Wolf Optimizer (GWO) dalam Menentukan Prediksi Keselamatan Pelayaran 

  Syah, Wahyu Hildan (Universitas Sumatera Utara, 2025)

  The Gray Wolf Optimizer (GWO) algorithm is an optimization method inspired by the social hierarchy and hunting behavior of gray wolves. Gray wolves are categorized as alpha, beta, delta, and omega. From the initial population ...

• Klasifikasi Jenis Burung Lovebird Menggunakan Metode Yolov8 (You Only Look Once) Berbasis Android 

  Napitupulu, Alaska (Universitas Sumatera Utara, 2025)

  The wide variety of lovebird species in Indonesia often makes it difficult for the general public to distinguish between them, highlighting the need for a system capable of classifying lovebird types. Therefore, this ...

• Penerapan Virtual Reality Untuk Simulasi Paracentesis Ascites 

  Adrian, Fachri (Universitas Sumatera Utara, 2025)

  Many disorders and diseases can affect the human digestive system, one of which is ascites. Ascites is a condition where abnormal fluid accumulates in the abdominal cavity, causing the abdomen to enlarge. The primary cause ...

• Pemanfaatan One Time Password (OTP) dan Internet of Things (IoT) untuk Keamanan Paket pada Smart Deposit Box 

  Farhan, Sayid (Universitas Sumatera Utara, 2025)

  The rapid advancement of digital technology has significantly transformed consumer shopping behavior, with online transactions via e-commerce platforms becoming the preferred method due to their practicality and efficiency. ...

• Penerapan Simulasi Virtual Reality Sebagai Alat Bantu Pelatihan Ekstraksi Sisa Akar (Gangren Radix) Pada Mahasiswa Profesi Kedokteran Gigi 

  Mahulae, Marco Markus (Universitas Sumatera Utara, 2025)

  Oral and dental health is an integral part of overall health, yet it is often overlooked. One common problem encountered is retained root or Gangren Radix, which becomes a major reason for tooth extraction procedures. ...

• Analisis Perbandingan Ekstraksi Fitur Wav2vec2 dan MFCC terhadap Klasifikasi Pengucapan Huruf Iqra’ Menggunakan Algoritma Bagging 

  Fadillah, Rizkah (Universitas Sumatera Utara, 2025)

  The Bagging method suffers from suboptimal accuracy due to limitations in feature extraction and complex variations in audio data. Although Bagging is known to reduce overfitting and improve model stability (especially in ...

• Identifikasi Penyakit Vitiligo pada Kulit Menggunakan Metode K-Means Clustering dan Convolutional Neural Network (CNN) 

  Ginting, Irma Nathasya Br (Universitas Sumatera Utara, 2025)

  Vitiligo is a skin pigmentation disorder characterized by the loss of natural skin color due to damage to melanocytes, and can cause psychosocial impacts for sufferers. Early identification is essential to reduce the risk ...

• Analisis Celah Keamanan Website Pemerintahan Kota Medan Berdasarkan Metode Open Web Application Security Project (OWASP) 

  Hasibuan, Putri Anisa Lina Br (Universitas Sumatera Utara, 2025)

  The rapid development of the internet and information has transformed various sectors, including government, which now heavily relies on websites to provide public services and information. However, vulnerabilities in ...

• Gamifikasi dan ARBook Berbasis Hybrid Augmented Reality dengan Multi-Target Tracking pada Petualangan Belajar Sejarah Kerajaan Hindu-Buddha 

  Windari, Fani (Universitas Sumatera Utara, 2025)

  In History learning in elementary schools is often perceived as less engaging, so media that can increase students’ interest and understanding is needed. This study develops Petualangan Kerajaan Hindu-Buddha, an Augmented ...

• Pengoptimalan Deteksi Plat Nomor Kendaraan di Lingkungan Cahaya Rendah dengan Restormer dan YOLO 

  Toruan, Teresia Tabita Lumban (Universitas Sumatera Utara, 2025)

  The method used in this study combines Restormer and You Only Look Once (YOLO) to address the problem of vehicle license plate detection under low light conditions. Restormer functions as an image enhancement stage to ...

• Komunikasi Jaringan Bluetooth dengan Topologi Mesh Network Berbasis ESP32 untuk Penghitungan Jumlah Penumpang Bus Wisata 

  Purba, Maria Juliana (Universitas Sumatera Utara, 2025)

  The automatic passenger monitoring system has become essential in modern transportation management, especially for large capacity tourist buses. This study designs and implements a passenger counting system using an ESP32 ...

• Implementasi Model Convolutional Neural Network Efficientnetv2b3 pada Citra Fundus untuk Klasifikasi Tingkat Keparahan Diabetes Retinopati 

  Purba, Ruth Damayanthy (Universitas Sumatera Utara, 2025)

  Diabetic retinopathy (DR) is a serious complication of diabetes mellitus that can leadto permanent blindness if not detected and treated early. This study implements a diabetic retinopathy classification system using a ...

• Implementasi Kompresi Delta Encoding untuk Pengiriman Data Sensor pada Platform IoT Thingsboard 

  Zelfi, Abdul Hakim (Universitas Sumatera Utara, 2025)

  The rapid development of the Internet of Things (IoT) enables devices to connect and exchange data in real-time. However, a major challenge in IoT systems lies in the limitations of communication bandwidth and storage ...

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