Undergraduate Theses
Undergraduate Theses
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Integrasi Snort dan Fail2ban Untuk Deteksi dan Pencegahan Serangan Brute Force Pada Protokol MQTT
(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
(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
(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)
(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
(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)
(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 ... -
Klasifikasi Jenis Burung Lovebird Menggunakan Metode Yolov8 (You Only Look Once) Berbasis Android
(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
(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
(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
(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. ... -
Identifikasi Penyakit Vitiligo pada Kulit Menggunakan Metode K-Means Clustering dan Convolutional Neural Network (CNN)
(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)
(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
(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
(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
(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
(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
(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 ... -
Identifikasi Malware pada Android dengan Algoritma KNN dan Principal Component Analysis
(Universitas Sumatera Utara, 2025)Android is the most widely used operating systems for mobile device, making it a main target for malware developers. Malware refers to malicious software designed to compromise user devices, often resulting in data theft, ... -
Klasifikasi Kanker Payudara Berbasis Citra MRI Menggunakan Ektraksi Fitur Convolutional Neural Network (CNN) Berbasis ResNet50
(Universitas Sumatera Utara, 2025)Breast cancer is one of the most prevalent types of cancer and a leading cause of death among women worldwide. Delayed diagnosis remains a major issue due to the limitations of conventional detection methods. One potential ... -
Klasifikasi Citra Tanaman Obat dengan Menggunakan Model ConvNeXt Berbasis CNN
(Universitas Sumatera Utara, 2025)Medicinal plants play a crucial role in traditional medicine in Indonesia due to their natural properties, accessibility, and generational use. One of the most common forms closely related to community life is the family ...
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