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All Journal Jurnal Informatika dan Teknik Elektro Terapan Educational Journal of Learning Technology
Muh. Yamin
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Computer Science & IT Education Languange, Linguistic, Communication & Media Social Sciences Other

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Navigating the Digital Age: The Need for Android-Based Learning Media in Technology and Educational Media Courses Muh. Yamin; Sahlan, Muh Fadli Fauzi; Fakhrunnisaa, Nur
Educational Journal of Learning Technology Vol. 1 No. 1 (2023): Educational Journal of Learning Technology (September 2023)
Publisher : South Sulawesi Education Development (SSED)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58230/edutech.v1i1.3

Abstract

The objective of this study is to ascertain the assessment of student requirements for Android-based instructional media, particularly in the domains of technology and educational media courses. The employed research methodology is quantitative. The participants of this study were derived from a sample size of 70 individuals enrolled in the second semester of the Islamic education management study program at IAIN Palopo. The research instrument employed in this study is a questionnaire comprising 14 items and statements that pertain specifically to learning requirements utilizing Android-based media. The findings of this study demonstrate the necessity and popularity of including Android-based press, particularly in educational media and technology courses. Additionally, the availability of resources for using Android-based media has been adequately met.
Deteksi dan Analisis Forensik Serangan DDoS dan Port Scanning pada Trafik Terenkripsi Menggunakan Multi-Metric Fusion dikhsan tibong; L. M. Fid Aksara; Isnawaty; Muh. Yamin; La Surimi; Asa Hari Wibowo
Jurnal Informatika dan Teknik Elektro Terapan Vol. 14 No. 3 (2026)
Publisher : Universitas Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23960/jitet.v14i3.10904

Abstract

Adopsi HTTPS/TLS secara luas menyebabkan metode deteksi ancaman berbasis inspeksi payload menjadi tidak efektif, sementara serangan Distributed Denial of Service (DDoS) dan Port Scanning tetap menjadi ancaman utama ketersediaan Server Web. Penelitian ini mengembangkan sistem deteksi dan forensik yang bekerja hanya pada metadata trafik terenkripsi tanpa dekripsi payload, dengan menggabungkan metrik temporal (Packet Per Second dan Inter-Arrival Time) dan metrik statistik (entropi Shannon alamat IP sumber dan Port tujuan) melalui rule-based multi-metric fusion. Sistem dikembangkan menggunakan Security Policy Development Life Cycle (SPDLC) dan diuji pada Server Web HTTPS/TLS berbasis Linux, dilengkapi mitigasi otomatis Iptables dan log forensik berformat JSON. Evaluasi menggunakan confusion matrix pada 233 window trafik menghasilkan akurasi 88,41%, dengan deteksi Port Scanning mencapai precision 100% dan recall 95,65%, sedangkan deteksi DDoS/DoS memperoleh precision 83,87% dan recall 55,32% akibat mitigasi pada level penyedia layanan. Validasi pada empat berkas dataset publik CIC-DDoS2019 menghasilkan rata-rata akurasi 90,35% dan precision 99,45%, menunjukkan kemampuan generalisasi sistem. Hasil ini membuktikan bahwa pendekatan multi-metric fusion efektif mendeteksi dan mendokumentasikan dua jenis ancaman jaringan secara simultan pada trafik terenkripsi tanpa mengorbankan privasi data pengguna.
Co-Authors Asa Hari Wibowo dikhsan tibong Fakhrunnisaa, Nur Isnawaty L. M. Fid Aksara La Surimi Muh Fadli Fauzi Sahlan