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All Journal Jurnal Informatika dan Teknik Elektro Terapan INFORMAL: Informatics Journal Jurnal DISPROTEK JURNAL PENDIDIKAN TAMBUSAI Explore IT : Jurnal Keilmuan dan Aplikasi Teknik Informatika SPIRIT Jurnal Abdimas PHB : Jurnal Pengabdian Masyarakat Progresif Humanis Brainstorming Jurnal Informatika dan Rekayasa Elektronik Jurnal ABDINUS : Jurnal Pengabdian Nusantara JATI (Jurnal Mahasiswa Teknik Informatika) JUKI : Jurnal Komputer dan Informatika Jurnal Teknologi dan Sistem Tertanam Jumat Informatika: Jurnal Pengabdian Masyarakat An-Nisbah : Jurnal Perbankan Syariah IICS BIOS : Jurnal Teknologi Informasi dan Rekayasa Komputer Digital Transformation Technology (Digitech) Jurnal Krisnadana Jurnal Pengabdian Masyarakat Bangsa Jurnal Krisnadana Kohesi: Jurnal Sains dan Teknologi Jurnal Pengabdian Masyarakat Indonesia (JPMI) Jurnal Sistem Informasi Aplikasi Teknologi Informasi
Muhammad Faishol Amrulloh
Prodi Teknik Informatika, Universitas Yudharta Pasuruan
Agriculture, Biological Sciences & Forestry Arts Humanities Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Mechanical Engineering Medicine & Pharmacology Nursing Physics Public Health Social Sciences Other

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Journal : INFORMAL: Informatics Journal

 1 
Penanganan Data Tidak Seimbang Menggunakan Hybrid Method Resampling Pada Algoritma Naive Bayes Untuk Software Defect Prediction Moch Lutfi; Arief Tri Arsanto; Muhammad Faishol Amrulloh; Ummi Kulsum
INFORMAL: Informatics Journal Vol 8 No 2 (2023): Informatics Journal (INFORMAL)
Publisher : Faculty of Computer Science, University of Jember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.19184/isj.v8i2.41090

Abstract

Software defect prediction is software data that is used to identify a software module and can also be used to predict software defects. Before carrying out further trials, it is necessary to carry out special handling, especially by using algorithm models as predictions of software defects with the aim of obtaining information from the device being developed. Therefore, it is necessary to predict software defects using appropriate classification and prediction methods, so that the resulting accuracy results are better. In this study, the naïve Bayes algorithm was used as a classification with a resampling technique approach to handle unbalanced data, including SMOTEENN and SMOTETomek. The best accuracy results in the research conducted were 92.5% on the Nasa Repository PC4 dataset
Perancangan Keamanan Menggunakan Mikrotik Dengan Metode Layer 7 Protocol Dan Proxy Server Qoyyimah, Diajeng Pipit Nurul; Amrulloh, Faishol
INFORMAL: Informatics Journal Vol 9 No 2 (2024): Informatics Journal (INFORMAL)
Publisher : Faculty of Computer Science, University of Jember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.19184/isj.v9i2.41882

Abstract

Security Design using Mikrotik with Layer 7 protocol and Proxy Server methods aims to enhance network security. In this design, Mikrotik will be configured as a firewall to filter and block unwanted internet traffic. Additionally, Mikrotik will also function as a router to manage internet traffic between the local network and the internet. In its implementation, the Layer 7 protocol method will be used to filter and restrict access to specific websites or applications, while the proxy server will be utilized to accelerate response times for repeated access requests and block access to undesirable websites or applications. The implementation of this design at SMK Darut Taqwa successfully blocked desired sites such as Facebook, TikTok, and Instagram, with the addition of filter rules to prevent any future site leakage. Furthermore, network administrators are able to control access to specific content.
Co-Authors Afrikhatul Maulidiyah Agung Nurcahyo, Wahyu Ahmad Rif’an Firdaus Ahmad Zulham Fahamsyah Havy Ainun Gita Risqi Ilma Ajizah, Nur Alfatih, Gusti Zain Anwar, Al Qudduus Himalaya Arief Tri A Arief Tri Arsanto Asyadulloh Asy’ari Fandi Ahmad Dafina Agustina Hilda Nurfilasifah Kurniawan, Ricky Ari Lukman Hakim M Faris Maulana Yusuf M Sirodjudin Maulana, Dany Achmad Miftahul Huda Minnatin Charizah Moch. Lutfi Moch. Lutfi Mochamad Sirodjudin Mochamad Sirodjudin Muhammad Febriansyah Muhammad Imron Rosadi Muhammad Mahrus Ali Mukhammad Fuad Khoirul Rizal Noor Akmal, Achmad Syahrialdi Nur Kholis Majid Nur Moh Sholeh Nuriyanto Nurul Kholifatul Maulidina Nurus Sobah Okta Viani, Nuril Hadida Qoyyimah, Diajeng Pipit Nurul Retnowati, Siska Rifqiyah Rifqiyah Sholihun Subchan Asy’ari Sulhan, M. Syaifuddin, Farellian Aldam Syaiful Anwar, Muhammad Syakirul Ilmi, Muhammad Ali Syarwani, Muhammad Try Hadyanto Ummi Kulsum Wahdah, Islahiyatul Walidini Syaihul Huda Zuhriyah, Aminatuz