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All Journal International Journal of Electrical and Computer Engineering Indonesian Journal of Electronics and Instrumentation Systems Jurnal Civics: Media Kajian Kewarganegaraan TELKOMNIKA (Telecommunication Computing Electronics and Control) Jurnal Teknologi Informasi dan Ilmu Komputer ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, & Teknik Elektronika Jurnal Ilmiah Pendidikan Pancasila dan Kewarganegaraan Sistemasi: Jurnal Sistem Informasi Jurnal Teknologi dan Sistem Komputer JETT (Jurnal Elektro dan Telekomunikasi Terapan) Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) Jurnal Moral Kemasyarakatan Jurnal Teknologi Informasi MURA TEKTRIKA - Jurnal Penelitian dan Pengembangan Telekomunikasi, Kendali, Komputer, Elektrik, dan Elektronika JMECS (Journal of Measurements, Electronics, Communications, and Systems) Journal Civics and Social Studies Indonesian Journal of Electrical Engineering and Computer Science Jurnal Pendidikan Kewarganegaraan CIVICS: Jurnal Pendidikan Pancasila dan Kewarganegaraan Journal of Community Practice and Social Welfare (JaCiPS) Jurnal Abdimas Dedikasi Kesatuan Journal of Education Research Prosiding Konferensi Nasional PKM-CSR Prosiding Seminar Nasional Teknik Elektro, Sistem Informasi, dan Teknik Informatika (SNESTIK) Journal of Educational Sciences Prosiding Simposium Nasional Rekayasa Aplikasi Perancangan dan Industri Indonesian Journal of Physics (IJP) eProceedings of Engineering Jurnal Rekayasa elektrika Jurnal Teknologi Informasi Mura Jurnal INFOTEL Educare : Jurnal Penelitian Pendidikan dan Pembelajaran De Cive : Jurnal Penelitian Pendidikan Pancasila dan Kewarganegaraan Jurnal Pengabdian Masyarakat dan Riset Pendidikan Journal Serambi Engineering (JSE) Proceeding of Community Service and Engagement Jurnal Elektronika dan Telekomunikasi
Erwin Susanto
Universitas Telkom
Religion Arts Humanities Astronomy Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mathematics Mechanical Engineering Nursing Public Health Social Sciences Other

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ANALISIS SISTEM KEAMANAN DATA UNIVERSITAS BINA INSAN DARI KEJAHATAN SIBER MENGGUNAKAN PENDEKATAN METODE OWASP Erwin Susanto; M. Izman Herdiansyah; Edi Surya Negara; Nita Rosa Damayanti
Jurnal Teknologi Informasi Mura Vol. 18 No. 1 (2026): Jurnal Teknologi Informasi Mura MARET
Publisher : LPPM UNIVERSITAS BINA INSAN

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32767/jti.v18i1.2925

Abstract

This study aims to analyze the data security system at Universitas Bina Insan against cybercrime threats using the Open Web Application Security Project (OWASP) Top 10 approach. Data security is an important aspect because higher education institutions store sensitive information such as academic data, user identities, and administrative records. This research uses a qualitative method with data collection techniques through interviews, observations, documentation studies, as well as web application security testing using OWASP ZAP. The results show that the system has implemented basic security measures; however, several vulnerabilities that may pose risks were still found, such as injection, cross-site scripting (XSS), weaknesses in authentication and access control, and suboptimal security configurations with risk levels ranging from low to high. Questionnaire findings support the technical results and indicate that OWASP Top 10 is effective as a framework for identifying, evaluating, and mitigating vulnerabilities. This study provides comprehensive prevention strategy recommendations to improve data security continuously.
Transfer Learning for Water Quality Classification in Tilapia Biofloc Systems using a Catfish Fuzzy Decision Model Estananto Estananto; Meldi Rendra; Sabrina Callista; Fadlila Zahra Achdalina; Nicholas Setia Immanuel Sihombing; Erwin Susanto; Brahmantya Aji Pramudita
SISTEMASI Vol 15, No 10 (2026): Sistemasi: Jurnal Sistem Informasi
Publisher : Universitas Islam Indragiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32520/stmsi.v15i10.6809

Abstract

This study proposes a transfer learning framework for water quality classification in tilapia (Oreochromis niloticus) biofloc systems, leveraging a fuzzy inference system (FIS) previously developed and validated for catfish (Clarias gariepinus) biofloc monitoring as the source-domain model. Transfer is performed at the parameter level by shifting the trapezoidal membership-function boundaries to tilapia physiological thresholds, leaving the rule base and inference structure unchanged. Because a Mamdani FIS is knowledge-driven (its parameters are derived from the literature rather than learned from data), evaluation is conducted on a 200-sample literature-anchored synthetic tilapia dataset generated from Scopus-indexed biofloc parameter ranges and anchored to the noise characteristics of real IoT sensors from the same device; the synthetic set acts as a test bench that deliberately covers boundary conditions that are rare and unethical to induce in a live pond. The Transfer-FIS is compared with an Unadapted Source-FIS and a Scratch-FIS optimized entirely on tilapia data. The Transfer-FIS achieves 98.00% accuracy and a macro F1-score of 0.9733; a Wilcoxon signed-rank test over 10-fold cross-validation detects no statistically significant difference from the Scratch-FIS (98.50%, F1 = 0.9790; p = 1.000; Cohen’s d ≈ 0.21). Taking Non-Ideal as the positive class, the Transfer-FIS produces zero false negatives (missed alarms) whereas the Scratch-FIS produces three, and the Transfer-FIS reaches ~97% accuracy with only 20 target samples. These findings indicate that parameter-level fuzzy transfer is a viable, data-efficient, and operationally conservative strategy; validation on field-collected tilapia data is identified as the next step.
Co-Authors A. W. Pahlevi Abdan Sakuro Abdillah Alda Rosi Abdul Latif, Muhammad Achmad Rizal Achmad Syawaluddin Saputra Adityo Pratomo Putro Adnanqays G. Riyadhi Adnanqays Graha Riyadhi Adri Firmansya Sofyan Adri Firmansya Sofyan Afdal Zikra Afrursah Satrio Bia Pratama Agung Adiprasetya Agung Chrisyancandra Mobonguni Agung Nugroho Jati Agung Siwi Widagda Agung Surya Wibowo Agus Kusnayat Agus Risdiyanto Ahmad Fudholi Akbar, Anugerah Fathir Al Rasyid , Wisnu Alfitho Satya Prabaswara Alfitho Surya Prabaswara Andri Setya Dharma Angga Rusdinar Angger Widya Sulaiman Aqsal Mufhaddhal, Muhammad Arham, Muhammad Arief Yulian Prabowo Arif Indra Irawan Ario Wicaksono Aris Riswandi Sanusi Aris Riswandi Sanusi, Aris Riswandi Arlen Kusuma Arsa, Nyoman Rai Widya Arton Johan Lubis Ary Murti Ary Murti Muhammad Ashar, Muhammad Fadel Asry Fahriza Hani Pinem Atmojo , Wahyu Purwo Azalian, Rayhan Bambang Hidayat Basid, Rezqi Ananda Basith Abdurrohman Asy’ari Basuki Rahmat Basuki Rahmat Masdi Siduppa Bayu Satya Adhitama Bill Josef Stepanus Simanjuntak Bimo Adi Prasetyo Brahmantya Aji Pramudita Budi Setiadi Burhanuddin Indra Cahya, Diana Eka Cahyantari Ekaputri Cheryl Marlitta Stefia Christian Adhi Pralingga Cintami Dadin Mahmudin Dadin Mahmudin, Dadin Daniel Busisa Darussalam, Rudi Dasim Budimansyah Dendito Pratama Karmandia Denish Novenda Derian Indra Bramantio Devha Parsaoran Sinaga Dewanto, Dedy Dharma, Andri Setya Dimas Bayu Suseno Dinata, Aria Yudha Doan Perdana Dodhy Fernando Ginting Edi Surya Negara Eggy Tommy Cornelius Ekki Kurniawan Enoko, Ebby Dimiyan Erni Widiawati, Erni Estananto F, Muhammad Irfandhia Fachriz Akram Aufa Fachrizi , Rifqy Fachry Hamdani Fadlila Zahra Achdalina Faisal Budiman Faisal Nugraha Putra Fajriani, Nadia Safa Fakhry Auliya Rahman Fatanaja Abrar, Hanan Fauzan Muhammad Iqbal Febrian Fajar Akmal Ferdy Septieka Fikri Choiri Ahmadi Fikry Lazuardi Fiky Yosef Suratman Firman Ardiansyah Firmansyah , Yudi Fitri Silvia Sofyan Fuad Fahmi Fujitson Simamora Ghesa Anugerah Wira Sakti Grace Bobby GRACE BOBBY, GRACE Gurnita Koncara Indraloka Hafizh Saftian Hamiedah, Muthi’ah Atsari Hanifan, Reva Putra Hanis, Hanis Asmar Hannif, Raffi Zautha Hardy Purnama Nurba Hario Pinandhito Muhamad Harry Wijaya Fauzi Helen Cristin Siboro Hilda Heldiana Hilton Kudzai Chironga Himawan Setiadi Husneni Mukhtar Ida Bagus Gede Uthara Ig. Prasetya Dwi Wibawa Ig. Prasetya Dwi Wibawa Iim Siti Masyitoh Ikhsan Ismail Imron Rizaldi Indra Gunawan Saputra Irawan Dwi Purnomo Irham Mulkan Rodiana Irvan Akbar Anka Pratama Iskandar , Refin Malikul Iskandar, Suhenda Januar, Karna Jayawarsa, A.A. Ketut Jimmi Martin Junaedi, Agus Junartho Halomoan Kanz, Rayhan Zulfa Kardina, Fani Kokom Komalasari Kristi, Ant. Ardath Kurnia Massidik Kusumawati, Fiska Laksono Adi Cahyo Fitro Leonardus Yulianto Priyoprahasto Listy Amalia Lusiana Rahmatiani Lusiana Rahmatiani M. Izman Herdiansyah M. R. Rosa Mas Sarwoko Suraatmadja Mas Sarwoko Suraatmaja Matthew, Robeth Mauludianna, Sri Morisonya Meldi Rendra Miftah Abdullah Minasya, MSW Sona Mitsuaki Ishitobi Mohammad Fakry Abdul Ghani Mohammad, Dzaky Muhammad Afif Askar Muhammad Ary Murti Muhammad Fariz Irza Muhammad Firmansyah Muhammad Hablul Barri Muhammad Ibnu Jawzie Muhammad Mona Adha Muhammad Nur Rasyid Muhammad Ridho Rosa Muhammad Teuku Fachrizal Muhammad Yaser Noveramadya Muhammad Yusuf Rizaldi Muhammad Zakiyullah Romdlony Naiborhu, Frendy Nandika Wibowo Nicholas Setia Immanuel Sihombing Nita Rosa Damayanti Novalisza, Gebby Noviadi Arief Rachman Novianti, Erni Nugraha, Yogi Nugroho, Reza Hutomo Abdy Nur Sabbaha Nurdani Febrianto Nurhadi, Elan Nurita, Inda Lely Porman Pangaribuan Pranyoto, Suhari Prasetya Aditya Imansyah Prasetya Dwi W Pratama , Bagas Harsya Prayoga, Ardi Putra, Aditiya Nicola Putri Suryani Juwita Putri Suryani Juwita Putri, Nidya Intani Dwi Saka R Evi Sovia Rafsanjani Nurul Irsyad Rahmat Yasirandi Ramdhan Nugraha Ramdhan Nugraha Ramdhan Susanto Rano Ratri Dwi Atmaja Razi Jamil Fariz Repelita, Tridays Rian Sumanjaya Ridho Rosa, Muhammad Rifki Nurgraha Rimbawan, Elang Rinaldi Aditya Pratama Rinaldi Aditya Pratama Rinardi, Ahmad Zharfan Rio Pamungkas Rizal Afyudin Rizki Ardianto Priramadhi Rizki Suharly Rizky Daryanto Rizky, Nurrahman Robby Hazdi Ronaldo Gustav Pangihutan Hasibuan Roni, Roni Rozamuri, Arif Murti Sabrina Callista Sagita, Elvira Salim Abdullah Salim, Giovanni Santi Sanusi , Aris Riswandi Saylendra, Nadya Putri Sepfrans Josua Hutasoit Setya Furqan Lukmansyah Shalahuddin Kartika Candra Sheshe Maulidia Ryana Sheshe Maulidia Ryana Simangunsong, Abednego Singgih Prabowo Almanda Siroj, Muhammad Hafid Aqil Sofiyan, Fadli Hermansyah Sony Sumaryo Suhardi Suhimo Suhimo, Suhimo Suparto, Bayu Nugraha Susan Prasetya Syahida Anugrah Kausar Tamba, Irpan Antonius T Taufiq, Riyadh Tedy Zulkarnain Teguh Isron Nugraha Thariq Aziz Zebua Tommy Hondianto Triani, Tita Tridays Repelita Tyas, Muhammad Yudith Ulhaq , Daffa Dhiya Unang Sunarya Widi Santoso Wildan Fauzan Willy Anugrah Cahyadi Yakobus Yulyanto Kevin Yudha Banni Pramono Yudhi Triarnowo Yudi Firmansyah Yulius Anggoro Pamungkas Yuris Octa Primariadi Yusmansyah Yusmansyah Yusuf Rohmatu Rifa’i Yuyu Wahyu Yuyu Wahyu Zulfany, Aprilla Nurindah