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A Comparative Analysis of Supervised Machine Learning Algorithms for IoT Attack Detection and Classification
Journal of Computing Theories and Applications
Vol 2
, No 3
(2025)
The proliferation of Internet of Things (IoT) devices has introduced significant security challenges, necessitating robust attack detection mechanisms. This study presents a comprehensive comparative analysis of ten supervised learning algorithms for IoT attack detection and classification, addressing the critical challenge of balancing detection accuracy with practical deployment constraints. Using the CICIoT2023 dataset, encompassing data from 105 IoT devices and 33 attack types, we evaluate N...
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Perancangan WebAR sebagai media hybrid-education mengenai tujuan ke-13 dari SDGS
IT-Explore: Jurnal Penerapan Teknologi Informasi dan Komunikasi
Vol 4
, No 1
(2025)
The compulsive impact of human-caused climate change is now considered more of an environmental issue than a national security threat. The latest 2030 Agenda, the Sustainable Development Goals (SDGs), has a transformational vision to achieve universal literacy worldwide, including Indonesia. Addressing climate change is Goal 13 of 17 SDGs. This study uses a qualitative research method with a linear research strategy to develop hybrid-education media in the form of printed pamphlet media with Aug...
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Analisis Perilaku Pembeli Terhadap Skincare
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 4
, No 1
(2025)
This research aims to analyze buyer behavior towards skincare products, with a focus on factors that influence purchasing decisions, product preferences, the influence of social media, and promotional strategies. This study uses a quantitative approach with survey methods to collect data from respondents regarding habits, preferences and external influences in purchasing skin care products. Data analysis techniques are carried out descriptively to identify trends and patterns of consumer behavio...
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Pemberdayaan Karyawan Melalui Program Inovasi Digital: Studi Literatur
Hatta: Jurnal Pendidikan Ekonomi dan Ilmu Ekonomi
Vol 1
, No 2
(2025)
In the business world, it is difficult to remain innovative and competitive in today's digital era. The aim of this research is to see how digital innovation can encourage employees to increase company efficiency and productivity. This research collects and analyzes various sources about the relationship between employee empowerment and digital innovation. The research results show that digital innovations, such as communication tools and collaboration platforms, increase employee creativity, co...
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Sentiment Analysis for Political Debates on YouTube Comments using BERT Labeling, Random Oversampling, and Multinomial Naïve Bayes
Journal of Computing Theories and Applications
Vol 2
, No 3
(2025)
The 2024 Indonesian Presidential Election marked the fifth general election in the country, aimed at electing a new President and Vice President for the 2024–2029 term. Candidates competed to succeed the outgoing president, who had served two constitutional terms. A key aspect of this election was the candidate debates, where each candidate presented their vision, allowing the public to assess their policies. These debates were broadcast on platforms like YouTube, giving the public a space to co...
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Determinan Keputusan Penggunaan Paylater pada Platform E-commerce (Studi Kasus Mahasiswa FEB Universitas Selamat Sri)
DHARMA EKONOMI
Vol 31
, No 2
(2024)
This study is motivated by the irresponsible use of paylater services, which is influenced by factors such as financial literacy, risk perception, and trust. The purpose of this research is to examine the impact of financial literacy, risk perception, and trust on students’ decisions to use paylater services at the Faculty of Economics and Business, Selamat Sri University. A quantitative survey method was employed, targeting a sample of 107 students from the 2020 cohort who actively utilized pay...
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Tingkat Penerimaan Panelis dan Kandungan Gizi Waffle dengan Penambahan Pasta Tomat
Jurnal Pengembangan IPTeks Seni Kuliner, Tata Rias, dan Desain Mode
Vol 16
, No 2
(2024)
Tomatoes are one of the alternatives used to make tomato paste, which can be added to waffle preparation to enhance their flavor. Innovation is needed to create new products and increase the utilization of local food ingredients with economic value. The objectives of the research are: 1) To determine the public acceptance of waffles with added tomato paste, 2) To identify the best recipe for waffles with added tomato paste, and 3) To analyze the carbohydrate and fat content in waffles with added...
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Pengaruh Substitusi Pati Ganyong (Canna edulis Kerr) terhadap Sifat Fisik, Kimia dan Sensoris Roti Bagelen
Jurnal Agrifoodtech
Vol 3
, No 2
(2024)
Bagelen bread is a processed dry bread product, processed by re-baking the finished bread to become dry bread. This study aims to determine the right formulation of canna starch substitution for wheat flour in making bagelen dry bread, and to examine the effect of canna starch substitution on the physical properties, chemical properties and sensory properties of bagelen. The study was conducted at the Laboratory of Food and Agricultural Product Processing, Faculty of Agricultural Technology,...
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A Comprehensive Approach to Protocols and Security in Internet of Things Technology
Journal of Computing Theories and Applications
Vol 2
, No 3
(2024)
The exponential growth of the Internet of Things (IoT) introduces a multitude of security challenges, as a vast number of connected devices often operate with inadequate protection measures. This vulnerability heightens the risk of cyberattacks, data breaches, and hacking, exposing systems and sensitive information to increased threats. Ensuring security in the IoT ecosystem while considering this rapidly expanding technology's physical limitations and specific requirements is a complex task. Th...
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Pengukuran Tingkat Kapabilitas Tata Kelola E-Learning Menggunakan COBIT 5.0 Pada SMK TI Bali Global Jimbaran
I Wayan Gede, Narayana
; I Wayan Gede, Narayana
; M Samsudin
; I W Bandem W.P.N
; Komang Eka Andra Tri Dharma
Jurnal Elektronika dan Komputer
Vol 17
, No 2
(2024)
E-Learning becomes a platform which supports technology-based learning on many aspects. The usage of E-Learning becomes the main choice especially in education world. SMK TI Bali Global Jimbaran, which is a middle level vocational school, utilizes this platform in its learning process. In its implementation process, there needs to be a precise and thorough supervision to ensure that the system runs according to business goals. This mapping is conducted to know the process used for measurements....
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