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All Journal TEKNIK INFORMATIKA Jurnal Edukasi dan Penelitian Informatika (JEPIN) IKRA-ITH Informatika : Jurnal Komputer dan Informatika IKRA-ITH ABDIMAS Abdimas Universal Jurnal Teknologi Informasi : Jurnal Keilmuan dan Aplikasi Bidang Teknik Informatika Jurnal Ilmu Teknik dan Komputer Jurnal Sosial dan Teknologi Journal Of Human And Education (JAHE) IKA BINA EN PABOLO : PENGABDIAN KEPADA MASYARAKAT Journal of Artificial Intelligence and Engineering Applications (JAIEA) Journal of Innovation Research and Knowledge Innovative: Journal Of Social Science Research Jurnal Pengabdian Masyarakat Bangsa ROUTERS: Jurnal Sistem dan Teknologi Informasi Jurnal Informatika: Jurnal Pengembangan IT Jurnal Riset dan Aplikasi Mahasiswa Informatika (JRAMI)
Muhammad Hadi Arfian
Universitas Esa Unggul Jakarta, Indonesia
Aerospace Engineering Agriculture, Biological Sciences & Forestry Arts Humanities Automotive Engineering 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 Medicine & Pharmacology Nursing Physics Public Health Social Sciences Other

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Implementation of IT Security Operations Management Application for Cyber Security Threat Monitoring Saputra, Tengku Arya; Wahyu, Sawali; Arfian, Muhamad Hadi; Santoso, Nugroho Budi
JEPIN (Jurnal Edukasi dan Penelitian Informatika) Vol. 12 No. 1 (2026): Volume 12 No 1
Publisher : Program Studi Informatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26418/jp.v12i1.105673

Abstract

Peningkatan kompleksitas dan volume serangan siber mengharuskan organisasi untuk menerapkan mekanisme pemantauan keamanan terintegrasi dan real-time. Studi ini mengusulkan model pemantauan berbasis Operasi Keamanan (Security Operations) untuk meningkatkan efektivitas deteksi serangan siber dan respons insiden di lingkungan sektor keuangan. Sistem ini mengintegrasikan pemantauan firewall aplikasi web, pemantauan integritas file berbasis host, dan pengayaan intelijen ancaman siber dalam platform terpusat yang mampu melakukan tindakan respons otomatis, termasuk pemblokiran IP dan karantina file. Model ini dievaluasi menggunakan skenario serangan terkontrol yang meliputi serangan injeksi SQL, skrip lintas situs, eksekusi kode jarak jauh, dan unggahan file berbahaya. Hasil eksperimen menunjukkan bahwa semua serangan berhasil dideteksi dan diatasi. Sistem mencapai waktu deteksi berkisar antara 0 hingga 37 detik dan waktu respons antara 3 hingga 6 detik, dengan rata-rata waktu respons 4 detik. Pemantauan lintas lapisan dan penahanan otomatis mengurangi paparan serangan dan meningkatkan efisiensi penanganan insiden operasional. Temuan ini menunjukkan bahwa integrasi deteksi multi-lapisan dengan respons otomatis memberikan perbaikan yang dapat diukur dalam operasi keamanan dunia nyata. Kerangka kerja mini–Security Operations Center yang diusulkan menawarkan pendekatan pemantauan keamanan praktis bagi organisasi dengan sumber daya keamanan terbatas.
Prediksi Risiko Stunting Prakehamilan Menggunakan Sistem Pakar Certainty Factor Berbasis Mobile Muhamad Hadi Arfian; Noviandi Noviandi; Fahmi Zain
Jurnal Riset dan Aplikasi Mahasiswa Informatika (JRAMI) Vol. 7 No. 02 (2026): Jurnal Riset dan Aplikasi Mahasiswa Informatika (JRAMI)
Publisher : Program Studi Teknik Informatika, FTIK, Universitas Indraprasta PGRI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30998/jrami.v7i02.1191

Abstract

Stunting still a serious public health issue, and the risk often originates as early as the pre-prenant phase. However, digital solutions that specifically integrate individual risk screening, expert-based reasoning, and mobile access for expectant mothers are still limited, which hinders the ability to effectively address the stunting risk during the critical pre-prenant phase. This study aims to develop a Certainty Factor-based expert system mobile application capable of independently, quickly, and educationally predicting the risk of stunting during the pre-prenant phase. This study employs a design and development research approach encompassing needs identification, knowledge acquisition, the formulation of a knowledge base and inference rules, system design, and mobile application implementation. The knowledge base was designed for three user categories: women in the pre-prenant stage, women who have given birth, and 19-year-old adolescents. Evaluation results showed that system performance varied across groups, with an accuracy of 0.67 for the adolescent and postpartum groups and 0.52 for the pre-prenant group. The precision and recall values also show a similar pattern, indicating that the system performs better in groups with more structured risk characteristics than in groups with more complex risk determinants. These findings suggest that the integration of a CF-based expert system with a mobile platform is not only capable of supporting the early detection of stunting risk but also provides an adaptive approach to differences in user characteristics, so that it has potential to increase the effectiveness of life-cycle-based screening.
Co-Authors Aerwanto, Aerwanto Ahmad Julaibib Syahr Aulia Aisyah Putri Bambang Sutiyo, Hestin Setiya Dianti Binastya Anggara Sekti Budi Tjahjono Dewi Marini Diah Aryani, Diah Diana Novita Dinah Ratulugina Ellsza Ridzky Khoirunnisa Erry Yudhya Mulyani Evi Martaseli Fahmi Zain Fannya, Puteri Fiqar Haytsam Muhammad Dzul Qornain Gede Ananda Gerry Firmansyah hanifah hanifah Hedar Rusmana Hendrian Sofu Maruhawa Hendrian Sofu Maruhawa Hendry Gunawan Hermansyah Hermawan, Verell Herwanto, Agus Ichwani, Arief Iswahyudi, Raden Teddy Iwan Setiawan Jefry Sunupurwa Asri Kareena Futri Ramadhani Khoirunnisa, Ellsza Ridzky Kundang Karsono Juman Lili Hastuti Maruhawa, Hendrian Sofu Maulana Fajar Lazuardi Muhamad Hendrawan Murya, Rizky Aury Nixon Erzed Nizirwan Anwar Noviandi Noviandi Nugroho Budhi Santoso Priyanto, Sandra Putri, Aulia Aisyah Ratulugina, Dinah Renaldy Hiunarto Riya Widayanti Rizki Dwi Dermawan Roesfiansjah Rasjidin Romadhon, Rafi Nur Santoso, Nugroho Budi Saputra, Tengku Arya Septian, Ferby Sri Purwati Susanto Susanto Sutanto, Imam Syahr, Ahmad Julaibib Tugiman Verell Hermawan Wahyu, Sawali Widodo, Agung Mulyo Widyawan, Tri Ismardiko Yulhendri Yulhendri