Perkembangan teknologi internet yang pesat telah menyebabkan meningkatnya aktivitas judi online yang berpotensi mengancam keamanan data dan ketertiban digital. Penelitian ini bertujuan untuk mendeteksi pola akses terhadap situs judi online melalui analisis informasi Server Name Indication (SNI) pada protokol SSL/TLS menggunakan metode Support Vector Machine (SVM). Proses penelitian mencakup pem…
This study examines the implementation and analysis of Dynamic Traffic Management on Software Defined Network (SDN) networks with performance assessment through Quality of Service (QoS) parameters using the t-Test method. The aim is to assess the impact of implementing dynamic traffic management on network performance by comparing conditions before and after the use of intent based routing on t…
The development of the Internet of Things (IoT) has brought convenience to human life through the smart home concept, which enables various devices to be interconnected and controlled automatically. However, this increased connectivity also poses security threats, particularly cyberattacks such as Distributed Denial of Service (DDoS), Denial of Service (DoS), and Man-in-the-Middle (MiTM). This …
The development of smart home technology enables users to control and monitor household devices automatically through the Internet of Things (IoT). However, this high connectivity also increases the risk of cyberattacks such as Distributed Denial of Service (DDoS) and Man in The Middle (MITM), which can compromise system stability and security. This study aims to detect DDoS and MITM attacks in…
Penelitian ini bertujuan membangun model klasifikasi kondisi lalu lintas menggunakan data dari sosial media (Instagram dan Facebook) serta data ETLE dengan arsitektur Long Short-Term Memory (LSTM). Dari total 1.251 data sosial media yang dikumpulkan, sebanyak 932 data dipilih berdasarkan kemunculan kata kunci “macet”, “sedang”, dan “lancar”. Data ini kemudian dibagi menjadi data lat…
This study aims to implement the You Only Look Once (YOLOv8) method for detecting acne in acne vulgaris images. Automatic detection of acne types is essential to support rapid, accurate, and efficient dermatological diagnosis. The research involves designing a YOLOv8-based detection model, which includes the stages of collecting and annotating facial image datasets, preprocessing, model trainin…
This study investigates the determinants influencing the use of performance measurement systems (PMS) in local governments of South Sumatera. The research aims to identify critical factors that affect the implementation and effectiveness of PMS in these governmental bodies. The population of this study consists of Public Servants that located in 5 cities/regencies. A total of 114 questionnaire …
The rapid growth of Internet of Things (IoT) devices in smart home environments increases convenience but also introduces various network security threats, such as Distributed Denial of Service (DDoS) and Man in The Middle (MITM) attacks. This study aims to implement and evaluate the performance of the Extreme Gradient Boosting (XGBoost) algorithm in detecting DDoS and MITM attacks on IoT netwo…
Seagrass ecosystems are among the most important shallow marine habitats, playing a crucial role in maintaining ecological balance and coastal stability. This study aims to analyze the density and community structure of seagrass and their relationship with water quality parameters. Sampling stations were determined using the purposive sampling method, while seagrass observations were conducted …
This research discusses the socio-economic changes in the lives of BTPN Syariah customers in sub-district 13 Ulu after the credit loan. There were changes after the people in sub-district 13 Ulu became familiar with the bank credit system. The occurrence of socio-economic changes certainly has an impact on society, this research aims to find out how the socio-economic changes in the lives of BT…
Manual temperature control in LPG-fueled ovens often faces difficulties in maintaining the required temperature stability during the heating process, especially in small and mediumscale industries. Temperature instability can reduce product quality and decrease process efficiency. Based on these problems, this study aims to design and implement a temperature control and monitoring system for an…
This research develops a River Water Flow Velocity and Water Level Monitoring System Using RESTful Web Service. The system allows users to monitor river water conditions through a Laravel-based web without the need for direct monitoring in the field. The system implementation uses a BMP280 sensor to measure water level and a Speed Groove Coupler Photoelectric IR Count Counter sensor to detect t…
This study developed the YOLOv8 model to detect five object classes, with training results showing an accuracy of 95%, an f-1 score of 89%, and mAP@0.5 of 93.1%. In the testing phase, the model achieved an accuracy of 93.83%, an f-1 score of 83%, and mAP@0.5 of 86.7%. Vehicle counting using YOLOv8 and DeepSORT on 72 videos showed an average accuracy of 95.51% for motorcycles and 79.02% for cars…
Retinal image based eye disease classification is an important approach to support automated diagnosis in the medical field. This study aims to classify four types of eye diseases normal, cataract, glaucoma, and diabetic retinopathy using Convolutional Neural Network (CNN) models with the InceptionV3 and VGG-16 architectures. The dataset was obtained from the Kaggle platform, consisting of 4,21…
This study investigates the influence of eight factors on citizen engagement in government social media, with a case study on the Instagram account of the South Sumatra Provincial Social Affairs Office (@dinas_sosial_sumsel). The background of this research is the government's use of social media as a communication tool. Although the @dinas_sosial_sumsel Instagram account is active, a lack of i…
The increasing use of Android devices has also led to the rise of security threats, one of which is the Reverse TCP attack technique that enables unauthorized remote access to victim devices. This study aims to develop a malware detection system using the Artificial Neural Network (ANN) method, implemented on a Small Board Computer (SBC), specifically the Banana Pi BPI-R1. Data was collected th…
The advancement of network technology drives the need for configuration automation in server infrastructure, especially within complex cluster server environments. This study aims to analyze and compare the performance of three network automation engines, namely Ansible, Puppet, and Chef, in automating server services (Apache, MySQL, Exim, and FileZilla) on two virtualization platforms: Proxmox…
Android malware threats using reverse TCP techniques are increasing and require effective detection methods. This study develops a detection systemusing the Naïve Bayes algorithm implemented on a small board computer (Banana Pi). Network traffic datasets were created under three scenarios: normal, attack (reverse TCP), and combined. After labeling and preprocessing, the Naïve Bayes model was …
The Disaster Recovery Center (DRC) system ensures the availability of information services during incidents, but it remains vulnerable to cyber attacks such as DoS, MiTM, Brute Force, and SQL Injection. This study analyzes the patterns of penetration testing results on the DRC system using the K-Means Clustering method. Attack data is sourced from internal network simulations, involving preproc…
One area of telecommunications technology that is also undergoing development in the context of entertainment is that of video streaming. Viu is a video streaming service that provides a range of premium content free of charge. Nevertheless, the Viu application continues to elicit a range of grievances, with the application’s rating remaining relatively low. It is of great importance to consi…
Sektor pertanian adalah pilar fundamental perekonomian Indonesia dan berperan penting dalam menghadapi tantangan global. Di era digital, teknologi informasi menawarkan peluang signifikan untuk meningkatkan efisiensi dan produktivitas. Namun, adopsi teknologi ini masih dihadapkan pada kendala, terutama di kalangan petani. Penelitian ini mengukur kesiapan adopsi teknologi informasi pada anggota G…
Retina diseases are a major cause of vision problems that can lead to a loss of sight or even blindness if not detected early. Other eye conditions, like cataracts and glaucoma, can also severely impair vision if not treated properly. This research aims to classify retina images using a Convolutional Neural Network (CNN) approach by comparing two architectures: DenseNet 121 and Xception. DenseN…
This research aims to design an implement an interlock conveyor item counter system on The fx1n-10mr PLC to enhance efficiency, accuracy, and safety indie item counting process on an automated conveyor system. In this system, the fx1n-10mr PLC functions as primary controller, coordinating input from ultrasonic sensor for object detection. These sensors are used do automatically identify the pre…
Backgroud: Systemic Lupus Eritematosus (SLE) is an autoimmune condition that affects multiple organs and often induced periods of remission and relapse. One of the therapies used is cyclophosphamide. However, previous studies have shown that cyclophosphamide has side effects, including lymphopenia. Methods: This studies is an analitic observational study with a cross sectional study design. Dat…
Kesenjangan digitalisasi di Indonesia, terutama pada wilayah perkotaan dan pedesaan menjadi tantangan yang sangat besar dalam pemerataan dan pengembangan ekonomi digital. Dengan hal ini perlu dilakukan inovasi dengan melakukan digitalisasi. Sektor ekonomi khususnya usaha kecil dan menengah dituntut untuk beradaptasi dengan perkembangan digitalisasi. Koperasi SDS YPMM merupakan salah satu contoh…
Housing is a basic human need so many communities want to have a home, it is seen as a business opportunity by some people so the emergence of many property companies. To promote its products, the company needs a promotional media, one of which is a website. Diana Maju Property is one of the property companies that operates in the field of sale-purchase of subsidized houses and rental-lease of …
Salah satu bentuk kemajuan teknologi informasi adalah penggunaan Artificial Intelligence (AI) dalam pengembangan website, salah satunya yaitu website ChatGPT. ChatGPT memiliki pengalaman pengguna yang kurang baik dalam berbagai aspek, sehingga diperlukan evaluasi user experience pada website ChatGPT dengan menggunakan User Experience Questionnaire (UEQ). Variabel attractiveness memperoleh nilai…
The inability of renewable plants such as PLTS Singkarak to produce energy continuously due to the influence of intermittency can result in energy fluctuations. The purpose of this research is to understand the effect of intermittency on PLTS Singkarak and compare the conditions before and after PLTS Singkarak is interconnected to the West Sumatra system carried out by DIgSILENT stability simul…
During the process of distributing electrical energy, there are power losses and energy losses that result in unreliable power quality. The purpose of this research is to find out how much power and energy losses occur in the Mataram feeder in March 2024, and compare the percentage value of power losses with SPLN standards. This research uses two methods, namely manual calculation and simulatio…
Graphical User Interface or GUI is one of the user interfaces that can facilitate users to interact with computer systems. In previous research, GUIs have been programmed with other programming such as JAVA and Matlab. Unfortunately, both of these programs are prone to errors and the source code's data is easily hijacked, making it less efficient to use. So in this research, the GUI is designed…