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.…
Malware is malicious software that refers to programs that deliberately exploit vulnerabilities in computing systems for malicious purposes, Deep Neural Network is an Artificial Neural Network with several layers between the input and output layers, Deep Neural Network has become an alternative to Machine Learning because of advances significant in the Deep Neural Network training algorithm can…
Information technology is something that is often used and used to improve the quality of an institution or institution, especially educational institutions, such as the example of creating a lesson schedule information system for students, teaching schedule information for teachers, and academic information for parents to monitor their childrenThe system development method used is the waterfal…
Sign language is one of the communication media that can be used by deaf people, however the use of sign language is not only be utilized by the one who disabled on it, but also can be learned and used by normal people. Classification of signals uses a convolutional neural network (CNN) algorithm which is capable of obtaining important features from each image without human assistance. In addit…
Harga getah karet merupakan harga komoditas hasil pertanian yang memiliki inflasi secara signifikan dari permintaan dan produksi yang tidak menentu di setiap saat, oleh sebab itu harga getah karet mengalami fluktuasi karena adanya pengaruh kondisi perekonomian global. Prediksi harga getah karet sangat penting untuk membantu para petani maupun pihak yang berkaitan mengetahui harga karet dunia ya…
Automatic text summarizzation merupakan salah satu cabang dalam ilmu natural language processing (NLP) yang memiliki tujuan untuk merepresentasikan suatu teks yang panjang kemudian dikompresi sehingga dapat dibaca dan dipahami dengan mudah oleh pengguna. Penerapan algoritma Term Frequency - Inverse Document Frequency (TF-IDF) dalam automatic text summarization dapat menghitung skor dan bobot da…
In managing cash at PT. Barangan Jaya Mandiri encountered several problems, for example a calculation error caused by an error in reading the numbers printed on the transaction. This was greatly influenced by the fact that all transaction data collection was still done in handwriting, so that errors and potential sloppy writing led to incorrect interpretation of the data. Besides that, there is…
Toko Melda is a shop that sells various staple goods and household needs. In daily life, Toko Melda still uses system management manually, where customers have to come directly 10 buy goods, so it requires more time and effort, especially for customers whose homes are far from Melda Store. In addition, because the data collection was still done by hand, it often made typographical errors that r…
Indonesia ranks second in contributing the largest amount of plastic waste to the global oceans, producing approximately 64 million tons of plastic waste annually, with around 3.2 million tons reaching the oceans and 85,000 tons of plastic bags discarded on land. Waste sorting plays a crucial role in waste management, enabling more efficient handling by allocating it appropriately to landfills …