Recently, wireless communication is growing rapidly, due to its practicality and the many features that have been developed along with current technological developments, especially features that can determine the position of subjects and objects using wireless methods such as Global Positioning System (GPS) and Location Based Services (LBS). This is an attraction because of its ease of use as …
Along with the development of the era of globalization, the use of technology has been very widespread in various industrial sectors, so data accumulates in a very fast time to grow into large-scale data called big data. The emergence of big data makes the formulation of optimization problems more complicated, because of the large volume and complexity of the data, therefore it is necessary to …
In recent years, blockchain technology has found widespread applications across various domains, including cryptocurrency, financial services, and risk management. Cryptocurrency, in particular, has garnered significant attention from investors, regulators, and the media ever since Bitcoin was first proposed by Nakamoto. This research utilizes a Deep Belief Network (DBN) to detect patterns of a…
Teknologi saat ini telah mendominasi berbagai bidang mulai dari pendidikan, perkantoran, komersial, industri bahkan hukum. Dengan kemajuan teknologi informasi kebutuhan manusia akan tersedia dengan mudah, praktis dan tanpa batas. Disisi lain, berkembangnya teknologi informasi menimbulkan kekhawatiran pada perkembangan tindak pidana yang berhubungan dengan kejahatan. Pada beberapa kasus biasanya…
CV. Multi Mandiri is a company engaged in housing development or development. In its activities there are still many obstacles, namely, the transaction process is still ongoing manually, relying on handwritten notes which are prone to errors and the risk of damage and even data loss. The process of preparing the RAB report also takes a long time, because one has to record the RAB data one by on…
The rapid growth and anonymity offered by cryptocurrencies have made them vulnerable to being used for illegal activities. In this study, Long Short-Term Memory (LSTM) neural network is used to identify anomalous transaction patterns in the dataset. The dataset is created by retrieving raw data based on year parameters to extract a subset of the data. These subsets were extracted by writing pyt…
Blockchain is a digital data bank that stores transaction data transparently. With so much interest in bitcoin, making bitcoin wallets are an attractive target for hackers. This research uses the Deep Neural Network (DNN). The dataset consists of 13 columns, 30,246,808 normal transactions and 1,326 anomalous transactions. The dataset is balanced by oversampling and undersampling techniques. The…
With the existence of attack models such as phishing and malware distribution, these actions begin by accessing a Uniform Resource Locator (URL) or files containing harmful links within them. A Uniform Resource Locator (URL) is a specific identifier used to locate resources through the internet. URLs can pose threats to availability, control, confidentiality, and data integrity, with one of the…
Building a secure socket tunneling protocol method to access port services on the MikroTikrouterboard. Limiting ports that are easy to access remotely on the MikroTikrouterboard. Knowing the steps of the secure socket tunneling protocol Virtual Private Network (VPN) method is one way to protect the exchange of important information data over the internet network, especially by using the Secure …
The reconstruction of two-dimensional images into three-dimensional using transventricular objects plays a crucial role in the medical field, particularly in the diagnosis and treatment within neurology. This research employs the Pytorch3D method to generate three-dimensional representations of transventricular image objects. The study begins by performing the segmentation process on the transv…
The problem that is the focus of this research relates to the evaluation of information technology governance using the COBIT 5 framework at PT. Persada Palembang Raya with domains BAI09, DSS01, DSS02, DSS06. The approach used in conducting this research is the COBIT 5 framework, therefore the research data will then be analyzed using the COBIT 5 framework method which is the basis for evaluati…
Cyber Attack is a crime that attacks computer systems that can shut down or damage information technology services. Every act of attack will have an impact on gaining access to services, manipulating and various dangerous actions. There are various reasons why cyber attacks can occur, one of which is that there is still very little information about the predictability of cyber security. This st…
One of the threats to the internet network is botnet (robot network). although there are many methods used to detect botnet, but there are still less accurate. this can be seen from the results of accuracy, precision and others that differ greatly due to imbalanced datasets. This research examines the classification of botnet attacks and builds the best and accurate CNN model by optimizing the …
Port Scanning attacks are quite dangerous attacks, this technique can map characteristics, detect open ports and even obtain important information on a network or host to then forward to further attacks. In an effort to protect the network security system against PortScan attacks, an attack system such as an Intrusion Detection System (IDS) is needed. The method used in this research is Unidire…
Learning as if internally and externally done, as well as extracurricular activities carried out by High School (SHS) students are the main triggers for stress, so their physically and mentally exhausted. In developing a system that will help students with stress problems, the method used is the ForwardChaining and Naive Bayes method. Forward Chaining research is to quickly determine stress lev…
One of the most popular video games is First Person Shooter (FPS), which includes Point Blank. Point Blank is a classic example of the first-person shooter genre. Point Blank is similar in gameplay but differs in minor details. Users of the Point Blank game started to drop over time. As a result, a user experience evaluation is carried out using the Enhanced Cognitive Walkthrough (ECW) method t…
A botnet consists of a group of interconnected software programs that communicate with each other via the internet to perform designated functions. This software is programmed to operate automatically in the network. A botnet driver, also known as a bot master, remotely controls each computer that is part of a botnet network. Therefore, it can be concluded that if a computer is infected with a …
Ida Wedding Decoration is a company engaged in laminate rental services in the city of Palembang. Based on observations and interviews conducted, it is known that there are several problems, including recording is still done manually and making report recaps by copying data back to the report recap book, causing the risk of recording errors, data loss and the accuracy of reports is not optimal.…
The increase in the number of vehicles and the urban population has led to high levels of traffic congestion in urban areas. The focus of this research is to find the best alternative routes using various methods and algorithms to detect objects and determine the optimal paths in the city of Palembang. Object detection is carried out using the YOLOv3 method through video recording results, with…
Game Genshin Impact yang resmi liris pada September 2020 kemarin. Game garapan Mihoyo ini bergenre Role Playing Game yang juga dikombinasikan dengan Action dan Open world. Dengan alur cerita yang menarik, pada awal perilisannya game ini berhasil meraih penghargaan Best Innovative Game, Users, dan best game of 2020. Sekarang ini industry game sedang berlomba lomba dalam meningkatkan user experie…
Pengadilan Tinggi Palembang yang merupakan instansi pemerintah dituntut untuk memenuhi harapan masyarakat dalam melakukan pelayanan. Sejak akhir Tahun 2022, Pengadilan Tinggi mengalami penurunan pengunjung yang cukup signifikan..Berdasarkan hasil observasi, masih ditemukan bahwa beberapa pengunjung mengeluhkan bahwa pelayanan yang diberikan kurang memuaskan. Contohnya jam kerja yang seharusnya …
Vehicle License Plate Pattern Recognition is a critical component in traffic monitoring systems, parking security, and various other applications. In this research, we propose a vehicle license plate pattern recognition system that combines YOLOv7 (You Only Look Once version 7) as an object detector and TesseractOCR as a text character recognizer. Under these conditions, researchers developed s…
Academic Information System (SIMAK) is an academic information service provided by Sriwijaya University and is basically a mechanism used to manage academic and statistical information in it. The purpose of this research is to measure the level of user satisfaction in using the academic information system website, the method used is the EUCS (End-User Computing Satisfaction) method which is ass…
E-learning includes learning methods that use information technology and can be accessed via the internet, making it possible to learn remotely without face-to-face meetings. E-learning functions to implement knowledge management practices, especially in sharing knowledge. Studies on various knowledge-sharing factors influencing the adoption of e-learning in the post-pandemic context are still …
Distributed Denial-of-Service (DDoS) is a collection of denial-of-service attacks that are carried out by executing commands from the master computer to a number of botnets which are infected hosts to attack certain targets. Because of this, DDoS attack detection is the first and most important way to counter DDoS attacks. The basis for carrying out the detection approach is using machine learn…
K-means clustering is a tool for determining the cluster structure of a data set identified by its strong similarity to other clusters or its strong differences from other clusters. Another article says that the working method of the K-Means algorithm requires using centroids as cluster prototypes and previous cluster results as output. The dataset comes from CIC-MalMem2022 provided by UNB CIC.…