Cyber Threat Intelligence (CTI) is essential to support cyber threat detection and mitigation, particularly for Advanced Persistent Threat (APT) activities that are commonly reported in unstructured text. This condition makes critical information difficult to utilize automatically without an entity extraction process. This study aims to analyze the performance of Named Entity Recognition (NER) …
Ulasan pengguna pada platform crowdfunding memiliki nilai strategis sebagai bahan evaluasi kualitas layanan. Penelitian ini menganalisis sentimen ulasan pengguna aplikasi Kitabisa serta membandingkan kinerja algoritma Naive Bayes, Support Vector Machine (SVM), dan Random Forest dengan menerapkan framework CRISP-DM. Data penelitian terdiri dari 1.624 ulasan yang dikumpulkan dari Google Play Stor…
The rapid adoption of Cyber-Physical Systems (CPS) has improved operational efficiency across critical sectors but has simultaneously increased exposure to cyber threats, particularly Man-in-the-Middle (MITM) attacks that covertly intercept and manipulate communication. In CPS environments, such attacks pose serious risks to system reliability and operational safety, thereby requiring security …
The growth of the Android ecosystem in Indonesia has increased the complexity of cybersecurity threats, particularly through the spread of malicious APK files disguised as legitimate applications. Attack methods such as fake digital invitations containing banking malware, as well as the use of obfuscation, polymorphism, and dynamic behavior manipulation techniques, have rendered signature-based…
Buku ini telah direvisi dan diperbaiki serta diadakan penambhan berupa catatan- catatan kaki pada beberapa halam. Revisi dan perbaikan diantaranya dilakukan pada Bab Perkawinan mengenai Interpretasi Pasal 2 Undang- Undang No. 1 Tahun 1974 tentang Perkawinan.
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Abstract Aplikasi pengelohan sound system berbasis online Di Cv.btas sound system Oleh Al ghozi pranata 09020582025073 This research is motivated by the sound system equipment rental business process at CV Batas Sound System, which is still carried out manually. This manual process tends to be time-consuming, prone to recording errors, and makes it difficult for business owners to manage invent…
The use of social media by student organizations positions public accounts not only as information channels, but also as spaces for identity representation and vulnerable points of digital security disruption. This study examines how student administrators of public organizational accounts at Sriwijaya University design and implements digital security strategies using a descriptive qualitative …
The high percentage of insufficient vegetable consumption in Indonesia remains a concern, as it is still below the recommended intake. Identifying alternative vegetables with similar nutritional content can facilitate the clustering process and assist in selecting substitute vegetables with comparable nutrients. Therefore, clustering analysis is required to identify groups of vegeta…
Hate speech on social media is a serious issue that can trigger discrimination and social conflict, highlighting the need for an automated classification system to identify different types of hate speech. This study aims to develop an Indonesian hate speech classification system by combining IndoBERT embeddings as text representations and Support Vector Machine (SVM) as the classification algor…
Changes in weather elements can affect various sectors such as agriculture, economy, tourism, and disaster mitigation, especially in tropical regions such as Pagar Alam Municipality. This study aims to analyze weather elements in Pagar Alam in 2020, 2021, and 2022 using biplot analysis and comparing biplot configurations using Procrustes analysis. Weather elements include Tmax (Maximum temperat…
Indonesia is the fourth most populous country in the world after India, China, and the United States. This condition creates various challenges in resource management and national development, especially in equal access to education, health, and public welfare. This study aims to compare population indicators in Indonesia in 2020, 2023, and 2024. The data matrix includes birth and mortality rat…
Pupuk Sriwidjaja (PT Pusri), as one of the State-Owned Enterprises (SOEs) in Indonesia, is not free from the potential emergence of disputes in its business activities, both related to contractual relationships and employment relations. These disputes give rise to legal issues concerning the appropriate dispute resolution mechanisms and the role of the legal officer in protecting the company’…
Stock price represents the market value of a company formed through the interaction of supply and demand in the stock market. An increase in stock price typically reflects an improvement in firm value and strengthens investor confidence. This study aims to determine the most factors influencing stock prices among energy sector companies listed on the Indonesia Stock Exchange (IDX) during the pe…
Perkembangan teknologi informasi telah mengubah pola transaksi dari sistem konvensional menjadi jual beli secara online. Meskipun memberikan kemudahan, sistem ini juga menimbulkan persoalan hukum ketika pelaku usaha dan konsumen tidak saling bertemu secara langsung, sehingga menyulitkan proses pembuktian saat terjadi sengketa dan kerugian dalam transaksi. Penelitian ini bertujuan untuk menganal…
Insider threat is one of the most challenging security threats to detect because the attacker possesses legitimate access rights to the system. This research aims to analyze an insider attack scenario that exploits legal access through the Secure Shell (SSH) service in the process of data acquisition and privilege escalation on a Linux system. The research method involves simulating insider act…
The advancement of Internet of Things (IoT) technology has brought significant changes to everyday life, especially through the adoption of smart home devices. The use of smart homes is growing rapidly because it can help make housework easier. However, the increasing use of these devices also increases cyber threats. Some dangerous threats are SSL Pinning Bypass and MITM. In this study, we wil…
This research aims to compare the performance of the Random Forest and Support Vector Machine methods in analyzing Facebook data sentiment related to traffic congestion in Palembang City. Data was obtained through a web scraping process and labeled using a lexicon-based approach into three sentiment classes, namely positive, negative, and neutral. Feature representation was performed using the …
This study aims to analyze public sentiment toward traffic congestion in Palembang City based on Facebook social media comments using the Naïve Bayes algorithm. Data were collected through web scraping of Facebook comments related to traffic conditions in Palembang and labeled using a lexicon-based approach into three sentiment classes: positive, negative, and neutral. The dataset consists of …
The rapid development of technology and social media has transformed the way people express their opinions on various issues, including online loan services. Application X has become a primary platform for users to openly share their views. This study aims to analyze user sentiment toward online loan services by comparing the performance of the XGBoost and Random Forest algorithms. From an init…