Deteksi Dini Serangan Malware dengan Menggunakan Machine Learning: Studi Kasus pada Jaringan Perusahaan XYZ
Keywords:
Deteksi Dini, Serangan Malware, Machine Learning, Jaringan Perusahaan, Keamanan Informasi, Tingkat Ketepatan.Abstract
Penelitian ini bertujuan untuk menerapkan deteksi dini serangan malware dengan menggunakan teknologi Machine Learning, dengan fokus pada studi kasus di jaringan perusahaan XYZ. Serangan malware merupakan ancaman yang terus berkembang dan dapat menyebabkan kerugian besar dalam keamanan sistem informasi perusahaan. Dalam penelitian ini, model Machine Learning dikembangkan untuk mengenali pola perilaku dan tanda-tanda serangan malware pada jaringan perusahaan. Studi kasus melibatkan pengumpulan data dari kejadian serangan yang terjadi di lingkungan perusahaan XYZ. Evaluasi kinerja model dilakukan untuk mengukur tingkat ketepatan dan keandalan deteksi dini. Hasil penelitian ini memberikan wawasan terkait efektivitas penggunaan Machine Learning dalam mendeteksi serangan malware pada tingkat perusahaan.
References
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Veza, O., & Setyabudhi, A. L. (2022). Perancangan Pelatihan Algoritma Dasar dan Setup Access Point Untuk Siswa SMK/SMA. Jurnal Pengabdian Masyarakat Mandiri (JPMM), 1(01), 21-23.
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Veza, O., Arifin, N. Y., & Setyabudhi, A. L. (2022). The Economy In The Time Of Covid-19 And The Impact On Technology And Digitization. Economic and Business Management International Journal (EABMIJ), 4(03), 200-205.
Setyabudhi, A. L., & Veza, O. (2022). Analysis of the Effectiveness of the Implementation of Online Learning at the Beginning of the Covid-19 Pandemic. Technical and Vocational Education International Journal (TAVEIJ), 2(2), 1-7.
Arifin, N. Y., Setyabudhi, A. L., & Veza, O. (2022). Online Loans during the Covid-19 Pandemic for the Batam Community. Economic and Business Management International Journal (EABMIJ), 4(02), 119-124.
Veza, O., Arifin, N. Y., & Tyas, S. S. (2022). Analisis dan Perancangan Arsitektur Pemodelan Simulasi Dalam Menentukan Calon Mahasiswa Non Aktif. Jurnal Teknik Ibnu Sina (JT-IBSI), 7(01), 16-26.
Saleh, I., Veza, O., Setyabudhi, A. L., Arifin, N. Y., & Illiyas, A. (2021). Pengelolaan Sumber Daya Manusia Dalam Bisnis Hotel Studi Kasus Hotel Rezeki Batam, Nagoya Mansion Hotel, Hotel ZIA Boutique dan Asia Link Hotel. Economic and Business Management International Journal (EABMIJ), 3(03), 78-85.
Setyabudhi, A. L., Veza, O., Arifin, N. Y., & Sari, S. (2021). The Influence Of Service Quality On Loyalty Through Debtor Satisfaction Of Bri Bank Support Branch Office Batam Center. Economic and Business Management International Journal (EABMIJ), 3(02).
Arifin, N. Y., Suri, G. P., Veza, O., & Setyabudhi, A. L. (2021). Dashboard Penentuan Penerima Kartu Indonesia Sehat (KIS) Pada Kelurahan Binuang Kampung Dalam Dengan Metode Simple Additive Weighting. JURSIMA (Jurnal Sistem Informasi dan Manajemen), 9(1), 1-9.
Veza, O., Arifin, N. Y., Setyabudhi, A. L., & Akbar, M. (2021). Perpindahan Merek Produk Akibat Ketidak Puasan Konsumen Dalam Pemilihan Laptop Di Kota Batam. Economic and Business Management International Journal (EABMIJ), 3(01), 1-8.
Arifin, N. Y., & Setyaudhi, A. L. (2023). Integrated Strategy in Designing an Effective Ship Ticket Sales and Scheduling Management System. Engineering and Technology International Journal, 5(02), 172-180.
Samad, S., & Setyabudhi, A. L. (2023). Design of Dashboard Administration of the Public Sector. Engineering and Technology International Journal, 5(01), 71-80.
Samad, S., & Setyabudhi, A. L. (2023). Application of Video-Based Learning Media with Applications to Improve Learning Activities of Vocational High School Students. Technical and Vocational Education International Journal (TAVEIJ), 3(1), 22-27.
Veza, O., & Setyabudhi, A. L. (2022). Perancangan Pelatihan Algoritma Dasar dan Setup Access Point Untuk Siswa SMK/SMA. Jurnal Pengabdian Masyarakat Mandiri (JPMM), 1(01), 21-23.