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Behavioral Malware Detection via API Call Sequences: A Comparative Study of LSTM and Transformer Architectures Using NLP-Inspired Representations
Journal of Computing Theories and Applications
Vol 3
, No 4
(2026)
The increasing sophistication of malware has rendered traditional signature-based detection methods insufficient, necessitating behavior-driven and adaptive analytical frameworks. This study presents a sequential deep learning framework that models system-level API call sequences as structured linguistic representations for behavioral malware detection. Unlike conventional comparative studies, this work systematically evaluates recurrent and attention-based architectures under controlled experim...
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Tinjauan Kriminologi Terhadap Pelaku Penipuan Melalui Modus Jasa Titip Tiket Konser Seventeen Pada Sosial Media Instagram
AMNESTI : Jurnal Hukum
Vol 8
, No 1
(2026)
Perkembangan teknologi memberikan banyak manfaat dan keuntungan bagi kehidupan masyarakat di era saat ini khususnya dalam berbisnis seperti penawaran jasa titip tiket konser melalui sosial media Instagram. Pada kenyataannya masih ditemukan pelaku usaha yang melakukan penipuan pada media sosial. Tujuan dari penelitian ini adalah untuk menganalisis modus operandi pelaku penipuan jasa titip tiket konser ditinjau dari prespektif kriminologi dan menganalisis penerapan sanksi terhadap pelaku penipuan...
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Literature Review: Analysis of Chatbot Trends in Government Administration
Candrawati, Zerlina Anggun
; Mahaputra, Axel Arwanov Firdaus
; Rachma, Sarah Amelia
; Candrawati, Zerlina Anggun
; Mahaputra, Axel Arwanov Firdaus
; Rachma, Sarah Amelia
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 5
, No 2
(2026)
In this modern era, governments are required to provided faster, more efficient services that can be accessed anytime and anywhere. Digital transformation encourages governments to introduce service innovations, one of which is through the use of chatbots. Therefore, this study uses a Grounded Theory-based Systematic Literature Review (SLR) approach to map and analyze 100 research related to use of chatbots in the context of government administration, considering the year of publication, type of...
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Penerapan Elliptic Curve Digital Signature Algorithm (ECDSA) dalam Blockchain untuk Sistem Pembayaran Digital Indonesia
Dinamik
Vol 31
, No 1
(2026)
This research examines the application of the Elliptic Curve Digital Signature Algorithm (ECDSA) in a blockchain system as a security solution for digital payment systems in Indonesia. Using a descriptive-qualitative approach based on literature review and conceptual simulations using Python, this study discusses the working principles of ECDSA, its advantages over other digital signature algorithms, and the challenges of its adoption in Indonesia. The results show that ECDSA provides high crypt...
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Pengabdian Masyarakat Pendidikan Kesehatan Tentang Penyakit Diabetes Melitus dalam Upaya Pencegahan Diabetes Melitus pada Masyarakat di Desa Rejomulyo Lampung Selatan
Afifah Cahya Natasyari
; Intan Heni Susiyanto
; Erika Agusti Harsya
; Pera Sari
; Salsabila Salsabila
; Dahlia Dahlia
; Novita Irani
; Sarah Istiqoma
; Megawati Megawati
; Ferlyana Dewi
; Rahman Alahtiar
; Novi Puspitasari
; Ayu Dwi Prihatini
; Ria Gustina
; Arif Rizki Alfarisi
; Erni Yunitasari
; Siti Rahmawati
; Ria Listiyani
; Muhamad Rizky Alkahfi
; Mintarsih Mintarsih
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 4
(2025)
Diabetes mellitus is a metabolic disorder characterized by chronic hyperglycemia which can lead to serious complications if not properly managed. This community service activity aimed to increase public knowledge regarding diabetes mellitus and its prevention among residents of Rejomulyo Village, Jati Agung District, South Lampung. The method used was health education through lectures supported by leaflets and blood glucose screening, followed by evaluation using pre-test and post-test. A total...
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Peran Keamanan Transaksi Online Terhadap Keputusan Pembelian Melalui Aplikasi Shopee
Asih, Rusmini
; Kamelia, Sara Egyta
; Hafiedz, Febbyana Pedro
; Nabila, Nuri Dian
; Rahmawati, Jennysa
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 5
, No 1
(2025)
This research has a purpose to determine the effect of online transaction security on purchasing decisions through the Shopee application. The respondents consisted of 74 students from the Digital Business Study Program at Universitas Amikom Purwokerto who actively use Shopee. This research employed a quantitative descriptive method with simple linear regression analysis. The results indicate that online transaction security has a positive and significant effect on purchasing decisions, with a r...
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The Relationship of Nurse Therapeutic Communication with Anxiety Level in Preoperative Patients at Santa Elisabeth Hospital Medan
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 3
, No 4
(2025)
Anxiety is an emotional response to uncertainty or threats that cause feelings of anxiety, worry, excessive tension, which are continuous and can interfere with the patient's process of action and healing, therefore it is necessary to have good and correct therapeutic communication, to build a relationship of mutual trust, empathy, support and help the patient in problem solving. This study aims to identify the Relationship between Nurse Therapeutic Communication and Anxiety Level in Preoperativ...
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Reconstruction Strategies for Mental Health Services in Post-Conflict Middle Eastern Regions: (A Policy Synthesis)
Helsa Nasution
; M. Agung Rahmadi
; Nazwa Aqela Saragih
; Isnaini Fajarwati
; Riska Wahyuni Hasibuan
; Luthfiah Mawar
; Nurzahara Sihombing
; Annisa Ardianti Br Tarigan
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 3
, No 4
(2025)
This study presents a comprehensive analysis of reconstruction strategies for mental health services in post-conflict regions of the Middle East, based on a meta-synthesis of 87 policies and intervention programs issued between 2010 and 2023. The findings indicate that 73.4 percent of initiatives did not meet their intended targets due to infrastructural limitations, resulting in a service dropout rate of 62.8 percent. The implementation of the Stepped Care Model shows a 47.2 percent improvement...
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The Knowledge of Hypertension Patients about Stroke Risk and Treatment at Santa Elisabeth Hospital Medan
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 3
, No 4
(2025)
Hypertension substantially increases the risk of developing secondary conditions, including stroke, renal disease, coronary heart disease, and heart failure. Early management is therefore essential to prevent complications and adverse outcomes. Evidence indicates that untreated hypertension contributes to approximately 60% of stroke cases. Public knowledge regarding hypertension-related complications remains limited, and many individuals are unable to identify early signs of stroke the most comm...
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THE INFLUENCE OF FARMERS' BEHAVIOR ON THE USE OF CERTIFIED RICE SEEDS IN UJUNG TANAH VILLAGE, MARE DISTRICT, BONE REGENCY
Agrisaintifika : Jurnal Ilmu - Ilmu Pertanian
Vol 9
, No 3
(2025)
The use of certified rice seeds plays an essential role in improving rice productivity and ensuring high quality harvests. However, in practice, many farmers have not utilized certified seeds optimally. Farmers behavior is considered one of the factors influencing decision to use certified seeds. This study aims to analyze the effect of farmers behavior on the use of certified rise seeds in Ujung Tanah Village, Mare District, Bone Regency. This research was conducted from March to April 2025 usi...
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