The escalation of cyber attack activities demands intensive network traffic monitoring by network administrators. However, conventional monitoring methods relying on text-based log analysis are often inefficient due to the difficulty in rapidly identifying attack patterns and origins. This study aims to design and build a cyber attack traffic visualization system by applying the Geo IPmethod. T…
The implementation of the BRAVO application at the Traffic Directorate (Ditlantas) of the South Sumatra Regional Police still faces challenges such as network instability, third-party dependency, and technical disruptions, indicating weaknesses in IT governance. This study aims to assess the maturity level of IT governance using the COBIT 2019 and ITIL V4 frameworks. The research began with a d…
The Rohingya ethnic group is a minority that resides in Myanmar. This group faces human rights violations, prompting them to seek protection across state borders, including in Indonesia. A significant surge in Rohingya refugees sailing from Bangladesh to Indonesia occurred from November 2023 to May 2024, surpassing the total arrivals of Rohingya ethnic groups landing in Indonesia over the past …
Structured Query Language Injection or commonly called SQL Injection is a hacking technique to gain access to a SQL-based database system. Structured Query Language is a language used to create, process and manipulate databases. Because of this, detecting SQL injection attacks is the first and most important thing to do to combat SQL Injection attacks. The basis for conducting a detection appro…
Slope stability is a persistent geotechnical challenge in the mining industry, necessitating meticulous planning in the design of mine slopes. Even after a slope design is confirmed as safe, continuous monitoring is essential, as initially stable slopes can become unstable due to slope movements, ultimately leading to failure. Currently, one of the most advanced and accurate slope monitoring me…
Indonesia ranks sixth globally in terms of the number of spam senders. Numerous studies have been conducted on spam detection and filtering, with Bayesian algorithms being among the most commonly used approaches. This study aims to classify Indonesian-language email messages into spam and non-spam categories. A secondary dataset consisting of 2,604 messages was used, comprising 1,362 spam messa…
Dalam menjalankan fungsinya, tujuan utama PBB adalah untuk menyelesaikan konflik dan sengketa demi mewujudkan perdamaian dan keamanan dunia. Dalam hal ini, Badan PBB yang diberi tanggung jawab utama untuk mewujudkannya adalah Dewan Keamanan. Dewan Keamanan ini dalam menjalankan tugasnya diberi hak istimewa yaitu hak veto dan keanggotaannya terdiri dari lima anggota tetap (Amerika Serikat, Inggr…
The security of web applications based on the HTTPS (Hypertext Transfer Protocol Secure) protocol is becoming increasingly important. Although using the HTTPS protocol adds an extra layer of security through data encryption, there are still security threats, including reverse exploits. A reverse exploit is an attack tactic that can allow unauthorized access to a web application and compromise i…
Internet dapat menghubungkan satu orang dengan orang lain dengan menggunakan perangkat masing-masing. Internet sendiri memiliki dampak positif dan negatif. Salah satu contoh dampak negatif dari internet adalah adanya malware yang dapat mengganggu atau bahkan membunuh perangkat atau penggunanya; itulah mengapa keamanan cyber diperlukan. Banyak metode yang dapat digunakan untuk mencegah atau mend…
Man In The Middle jenis serangan di mana penyerang secara diam-diam menyusup dan memantau, memodifikasi komunikasi antara dua pihak tanpa sepengetahuan mereka. dan dapat mengubah alamat mac dari perangkat yang diserang. Pada penelitian ini menggunakan dataset dari COMNETS Smarthome yang terdiri dua jenis kelas, yaitu benign dan mitm untuk mendeteksi serangan man in the middle attack arp poisoni…
Freshly squeezed orange juice is a beverage at high risk of contamination by Coliform and Salmonella bacteria from the processing stage to the final serving stage. If the beverage is contaminated with these two bacteria, it can cause health problems such as diarrhea, stomach ache, nausea, and vomiting. The purpose of this study was to analyze Coliform and Salmonella bacterial contamination in o…
A Distributed Denial of Service (DDoS) attack is a type of cyber attack where the attacker makes a service or network unavailable to users by sending a large amount of fake traffic to the server, overloading the target with the intent to stop the service. In this research, the K-Nearest Neighbor (KNN) method is used to detect attacks in the dataset. The dataset used in this study is from the CO…
MITM attacks pose a serious threat by enabling intruders to intercept and alter communications between devices in an Internet of Things (IoT) network. This research proposes a method for detecting Man-in-the-Middle (MITM) attacks in smart home systems using a Deep Neural Network (DNN) algorithm. The study uses the COMNETS SMART HOME dataset with ARP Poisoning attacks. Data were processed with a…
MITM attacks allow third parties to infiltrate between communicating devices to steal or modify data without being detected, increasing the security risk of smart home networks. This study aims to detect Man in the Middle (MITM) attacks on smart home networks using the Support Vector Machine (SVM) algorithm. The dataset used is COMNETS SMART HOME, which contains MITM attack data based on the AR…
Citizenship by Investment Program is a scheme presented by the state to derive citizenship by investing in the destination country which aims to get citizenship in return for the investment made. CBI first appeared in St. Kitts & Nevis in 1984 and and successfully increased economic contribution to the country. This success catched the attention of European countries such as Moldova which final…
Darknet dikenal karena kemampuannya yang dapat memberikan anonimitas yang sering digunakan untuk kegiatan ilegal. Laporan monitor keamanan dari BSSN menunjukkan bahwa 290.556 data kredensial akun dari instansi di Indonesia telah terekspos di darknet. Teknik klasifikasi merupakan pendekatan penting dalam mempelajari dan mengidentifikasi lalu lintas darknet. Penelitian ini mengusulkan AdaBoost Cl…
Keamanan siber merupakan kombinasi dari proses, perilaku manusia, dan sistem yang melindungi sumber daya elektronik dari ancaman serangan siber yang memengaruhi kerahasiaan, integritas, dan ketersediaan informasi. Beberapa jenis serangan siber yang sering terjadi adalah Denial of Service, Malware, dan Botnet. Untuk melindungi sistem dari ancaman ini, administrator jaringan menggunakan berbagai …
PT Unggul Nusantara adalah salah satu perusahaan yang bergerak di bidang pertambangan batubara di Kabupaten Barito Utara, Kalimantan Tengah. PT Unggul Nusantara akan merencanakan kegiatan pertambangan batubara dengan menggunakan metode penambangan terbuka (strip mining). PT Unggul Nusantara sebelumnya telah melaksanakan kewajiban kegiatan pascatambang sesuai dokumen rencana pascatambang tahun 2…
Before opening a mine, it is necessary to carry out a mine feasibility study first, one of which is a geotechnical study by carrying out geotechnical drilling. However, the data on rock mechanical properties (cohesion and internal shear angles) obtained is not yet up to date due to core loss occurring at a certain depth, so it is necessary to interpret the results of the Geological Strength Ind…
Support Vector Machine (SVM) is a machine learning algorithm that falls into the category of supervised learning. SVM works by constructing an optimal hyperplane that separates two classes in a feature space. This hyperplane is chosen in such a way that it has a maximum margin, which is the largest distance between data points from both classes. In addition to the hyperplane, hyperparameters ar…
This study identified contamination of Soil Transmitted Helminths (STH) eggs in cabbage purchased at Kebon Semai Traditional Market in Palembang City. STH spreads through the soil and can cause various health problems. Cabbage, which is often consumed raw, is very susceptible to STH egg contamination. This study used a descriptive observational cross-sectional design. Thirty cabbage samples wer…
Blockchain is a distributed database in which information sent by users is periodically verified and grouped into blocks, thus forming a chain. CITA (Cryptape Inter-enterprise Trust Automation) is a high-performance blockchain system for enterprises with 6 microservices (RPC, Auth, Consensus, Chain, Executor, Network) that exchange information via Message Bus. The process of data retrieval, dat…
Penelitian ini bertujuan untuk mengembangkan model klasifikasi yang akurat untuk mengidentifikasi dan mengkategorikan lalu lintas anonim pada jaringan Tor. Dataset yang digunakan adalah CIC-Darknet2020. Teknik Synthetic Minority Over-sampling Technique (SMOTE) diterapkan untuk menangani ketidakseimbangan kelas, sementara Mutual Information Classifier (MIC) digunakan untuk seleksi fitur. Model K…
Snack food consumption behavior is the activity of buying and consuming snack food both inside and outside school. Factors that can influence snack food consumption are knowledge regarding the choice of snack foods. Students' knowledge of choosing good snacks is very influential in choosing safe snacks, so as to avoid dangerous types of food.This study aims to determine the relationship of know…
Workplace accidents remain a significant issue. According to the ILO, over 250 million occupational accidents and 160 million work-related illnesses occur worldwide each year. Heavy equipment operators are particularly vulnerable to accidents, often due to fatigue that impairs concentration and safety. Despite companies' commitment to safety, incidents continue to occur due to various internal …
This research focuses on the implementation of a tarpit firewall on Router as protection against port scanning attacks. Port scanning attacks, used by attackers to identify active services on a network, are becoming increasingly sophisticated and difficult to detect. Conventional approaches, such as stateful firewalls and intrusion detection systems, have limitations in quickly and effectively …
This research aims to address complex cybersecurity challenges, namely Advanced Persistent Threat (APT), by developing a Threat Intelligence Knowledge Graph. The study proposes a Natural Language Processing based approach to extract entities and relationships from APT reports, using a pre trained Deepseek model. This model was fine-tuned specifically for Named Entity Recognition (NER) and Relat…
PT Battoman Coal merupakan perusahaan pertambangan dengan rencana sistem penambangan open pit. Penelitian ini bertujuan untuk mengetahui bagaimana pengaruh seepage terhadap kestabilan lereng terlebih pada wilayah penambangan belum pernah dilakukan kajian mengenai efek seepage air tanah terhadap kestabilan lereng sehingga diperlukan rencana geometri lereng terlebih dahulu karena pada wilayah ini…