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Fauzi Adi Rafrastara

Observed names: Fauzi Adi Rafrastar, Fauzi Adi Rafrastaraa, Fauzi Adi, Rafrastara, Fauzi Rafrastara, Rafrastara, Fauzi Adi
ORCID: 0000-0003-3046-2276
Observed ORCID: 0000-0003-3046-2276
OpenAlex ID: A5031942384
Performance Improvement of Random Forest Algorithm for Malware Detection on Imbalanced Dataset using Random Under-Sampling Method
2023 · Fauzi Adi Rafrastara, Catur Supriyanto, et al. · Jurnal Informatika Jurnal Pengembangan IT · 17
Random Under Sampling for Performance Improvement in Attack Detection on Internet of Vehicles Using Machine Learning
2025 · Muhammad Alden Nayef Anargya, Wildanil Ghozi, et al. · Jurnal Informatika Jurnal Pengembangan IT · 16
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Image Steganography using Inverted LSB based on 2nd, 3rd and 4th LSB pattern
2019 · Fauzi Adi Rafrastara, Raka Prahasiwi, et al. · International Conference on Information and Communications Technology (ICOIACT) · 15
Comparative Study of Classification Algorithms for Website Phishing Detection on Multiple Datasets
2022 · Wendy Sarasjati, Supriadi Rustad, et al. · International Seminar on Application for Technology of Information and Communication (iSemantic) · 11
Malware Detection Using K-Nearest Neighbor Algorithm and Feature Selection
2024 · Catur Supriyanto, Fauzi Adi Rafrastara, et al. · JURNAL MEDIA INFORMATIKA BUDIDARMA · 10
Block-Based Arnold Chaotic Map for Image Encryption
2019 · Eko Hari Rachmawanto, Ignatius Moses Setiadi De Rosal, et al. · International Conference on Information and Communications Technology (ICOIACT) · 10
Tree-based Ensemble Algorithms and Feature Selection Method for Intelligent Distributed Denial of Service Attack Detection
2025 · Fauzi Adi Rafrastara, Guruh Fajar Shidik, et al. · Journal of Cyber Security and Mobility · 8
Principle Component Analysis for Classification of the Quality of Aromatic Rice
2020 · Kartikadarma, Etika, Wijayanti, Sari, et al. · arXiv (Cornell University) · 8
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Balancing CICIoV2024 Dataset with RUS for Improved IoV Attack Detection
2025 · Muhammad David Firmansyah, Ifan Rizqa, et al. · Journal of Applied Informatics and Computing · 7
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Deteksi Malware menggunakan Metode Stacking berbasis Ensemble
2023 · Fauzi Adi Rafrastara, Catur Supriyanto, et al. · Jurnal Informatika Jurnal Pengembangan IT · 7
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Optimizing URL-Based Phishing Detection Using XGBoost and Relief Feature Selection
2026 · Wahyu Suryaning Tyas, Fauzi Adi Rafrastara, et al. · SinkrOn · 6
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Enhancing XGBoost Performance in Malware Detection through Chi-Squared Feature Selection
2024 · Salma Rosyada, Fauzi Adi Rafrastara, et al. · Jurnal Sisfokom (Sistem Informasi dan Komputer) · 6
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Optimasi Algoritma Random Forest menggunakan Principal Component Analysis untuk Deteksi Malware
2023 · Fauzi Adi Rafrastaraa, Ricardus Anggi Pramunendar, et al. · Jurnal Teknologi Dan Sistem Informasi Bisnis · 6
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Performance Comparison of k-Nearest Neighbor Algorithm with Various k Values and Distance Metrics for Malware Detection
2024 · Fauzi Adi Rafrastara, Catur Supriyanto, et al. · JURNAL MEDIA INFORMATIKA BUDIDARMA · 5
Advanced Virus Monitoring and Analysis System
2020 · Rafrastara, Fauzi Adi, A, Faizal M. · arXiv (Cornell University) · 5
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XGBoost-Powered Ransomware Detection: A Gradient-Based Machine Learning Approach for Robust Performance
2025 · Wildanil Ghozi, Heru Lestiawan, et al. · Kinetik Game Technology Information System Computer Network Computing Electronics and Control · 4
Integrating Information Gain and Chi-Square for Enhanced Malware Detection Performance
2025 · Fauzi Adi Rafrastara, Wildanil Ghozi, et al. · Journal of Information and Communication Technology · 4
Integrating Ensemble Learning and Information Gain for Malware Detection based on Static and Dynamic Features
2025 · Ramadhan Rakhmat Sani, Fauzi Adi Rafrastara, et al. · Kinetik Game Technology Information System Computer Network Computing Electronics and Control · 4
Optimizing Android Malware Detection Using Neural Networks and Feature Selection Method
2024 · Jevan Bintoro, Fauzi Adi Rafrastara, et al. · Jurnal Teknik Informatika (Jutif) · 4
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Comparative Analysis of Feature Selection Methods with XGBoost for Malware Detection on the Drebin Dataset
2024 · Ines Aulia Latifah, Fauzi Adi Rafrastara, et al. · Jurnal Sisfokom (Sistem Informasi dan Komputer) · 4
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Android Malware Detection using Fast Correlation Based Filter and Random Forest Algorithm
2024 · Sabrina Aska Amalina, Fauzi Adi Rafrastara, et al. · International Seminar on Application for Technology of Information and Communication (iSemantic) · 4
Machine Learning-based Malware Detection on Android Operating System using AdaBoost Algorithm and ReliefF Feature Selection Method
2024 · Muhammad Ibadullah, Sabrina Aska Amalina, et al. · International Seminar on Application for Technology of Information and Communication (iSemantic) · 4
Menavigasi Dunia Digital dengan Meningkatkan Literasi Office, TI, dan Internet di Kalangan Siswa-Siswi Pondok Pesantren Raudhatul Qur'an
2023 · Cinantya Paramita, Pulung Nurtantio Andono, et al. · ABDIMASKU JURNAL PENGABDIAN MASYARAKAT · 4
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The Use of Cluster Computing and Random Forest Algoritm for Flight Delay Prediction
2022 · Cinantya, Paramita, Catur, Supriyanto, et al. · Zenodo (CERN European Organization for Nuclear Research) · 4
Systematic XGBoost Pipeline for Phishing Website Detection: Hyperparameter Tuning Approach with Nested Cross-Validation
2026 · Najma Prameswari, Wildanil Ghozi, et al. · Inform Jurnal Ilmiah Bidang Teknologi Informasi dan Komunikasi · 3
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Works count: 76
Citation count: 215
H-index: 8
I10-index: 6
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