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All Journal Jurnal Teknologi dan Manajemen Informatika Plantropica: Journal of Agricultural Science INFORMAL: Informatics Journal JURNAL MEDIA INFORMATIKA BUDIDARMA JEEMECS (Journal of Electrical Engineering, Mechatronic and Computer Science) MATRIK : Jurnal Manajemen, Teknik Informatika, dan Rekayasa Komputer Progresif: Jurnal Ilmiah Komputer Jurnal Teknologi dan Manajemen Jurnal Pengabdian pada Masyarakat Ilmu Pengetahuan dan Teknologi Terintegrasi Asian Journal Science and Engineering Pangripta Jurnal Ilmiah Kajian Perencanaan Pembangunan Jurnal Informatika Polinema (JIP) Jurnal Pengabdian Kepada Masyarakat Journal of Evrimata: Engineering and Physics
Triana Fatmawati
Politeknik Negeri Malang
Agriculture, Biological Sciences & Forestry Humanities Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Library & Information Science Mechanical Engineering Social Sciences Other

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Cyber Threat Detection and Automated Response Using Wazuh and Telegram API Yuri Ariyanto; Yan Watequlis Syaifudin; M. Hasyim Ratsanjani; Ali Ridho Muladawila; Triana Fatmawati; Pramana Yoga Saputra; Chandrasena Setiadi
MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer Vol. 25 No. 1 (2025)
Publisher : Universitas Bumigora

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30812/matrik.v25i1.5610

Abstract

Cyber threats are becoming more widespread, notably those that use SSH to brute-force their way in or engage in Distributed Denial of Service attacks. These attacks can make networked systems very hard to reach, keep their data safe, and protect their privacy, especially for small and medium-sized organizations that can’t afford pricey professional security solutions. This research aims to develop an automated, cost-effective, and scalable cyber threat detection and response system for small and medium-sized organizations unable to afford commercial-grade security solutions. The methodology follows the structured Prepare, Plan, Design, Implement, Operate, Optimize lifecycle, leveraging open-source technologies, primarily the Wazuh Security Information and Event Management platform, augmented with custom detection rules and a Random Forest-based classification module to distinguish Normal, Brute Force, and Distributed Denial of Service traffic patterns. Experimental results demonstrate a Mean Time to Detect of 4.7 seconds for Brute Force and 7.3 seconds for Distributed Denial of Service, with a Mean Time to Respond of 8.2 seconds and under 10 seconds, respectively. The system achieved 98.4% detection accuracy and a 1.5% false positive rate across 100 controlled tests using THC Hydra and slowhttptest. Integration of Wazuh dashboard analytics with real-time Telegram alerts enhances situational awareness and enables prompt, automated incident response, validating open-source frameworks as viable defenses in resource-constrained environments.
An Implementation of Project Investment Management on Blockchain-based Crowdfunding System Yan Watequlis Syaifudin; salies Apriliyant; Hein Htet; Ferdy Hanan Pradana; Yuri Ariyanto; Indrazno Siradjuddin; Pramana Yoga Saputra; Triana Fatmawati
Asian Journal Science and Engineering Vol. 3 No. 1 (2024): Asian Journal Science and Engineering
Publisher : CV. Creative Tugu Pena

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.51278/ajse.v3i1.1686

Abstract

This study explores the transformative impact of blockchain technology on corporate investment management by developing an application that enhances transparency, security, and efficiency while mitigating fraud risks. By utilizing the Proof of Authority (PoA) methodology on a private blockchain network, the application enables secure, immutable transaction records and facilitates the management of investment projects along with token purchase transactions. It is structured using the Waterfall model, including essential phases such as requirements analysis and rigorous testing, which demonstrate the application’s ability to improve operational efficiency and foster accountability among stakeholders. The research highlights the role of tokenization in crowdfunding, wherein rights or assets are converted into digital tokens, enhancing transparency and liquidity. The system also integrates smart contracts to automate critical investment processes while ensuring secure user authentication and authorization. Evaluations reveal high success rates in functionality and user acceptance, though challenges such as scalability and regulatory compliance remain. Addressing these aspects is vital for maintaining the system's effectiveness and user confidence in decentralized investment management.
Pengembangan Chatbot Berbasis Framework RASA pada Website Bank Sampah Sriwilis Vista, Candra Bella; Tundjung, Mellyana; Fatmawati, Triana; Sintiya, Endah Septa
Jurnal Informatika Polinema Vol. 12 No. 2 (2026): Vol. 12 No. 2 (2026)
Publisher : UPT P2M State Polytechnic of Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33795/jip.v12i2.9569

Abstract

Perkembangan teknologi informasi dalam bidang Natural Language Processing (NLP) membuka peluang pemanfaatan chatbot sebagai solusi layanan informasi berbasis website yang interaktif dan responsive di tengah keterbatasan tenaga pelayanan dan waktu operasional. Chatbot memungkinkan pengguna memperoleh informasi secara real-time tanpa keterlibatan operator manusia secara langsung, sehingga dapat meningkatkan efisiensi dan ketersediaan layanan. Penelitian ini bertujuan mengembangkan chatbot berbasis Framework Really Awesome Software Automation (RASA) pada Website Bank Sampah Sriwilis serta menganalisis pengaruh konfigurasi pipeline Natural Language Understanding (NLU) terhadap performa klasifikasi intent. Metode pengembangan sistem menggunakan model Waterfall yang meliputi tahap analisis kebutuhan, perancangan sistem, implementasi, dan pengujian. Dataset disusun dalam bahasa Indonesia, terdiri dari 9 intent dengan total 250 kalimat. Eksperimen dilakukan terhadap tiga konfigurasi pipeline, yaitu DIETClassifier sebagai model baseline, DIETClassifier dengan penambahan fitur leksikal melalui RegexFeaturizer dan LexicalSyntacticFeaturizer, serta LogisticRegressionClassifier sebagai model pembanding. Evaluasi kinerja model dilakukan menggunakan metrik accuracy, precision, recall, dan F1-score. Hasil penelitian menunjukkan bahwa model berbasis DIETClassifier memberikan peningkatan performa akurasi sebesar 5% dibandingkan Logistic Regression. Konfigurasi model dengan penambahan pipeline RegexFeaturizer dan LexicalSyntacticFeaturizer menghasilkan nilai accuracy terbaik sebesar 93%, precision 93%, recall 91%, dan F1-score 91%. Dengan demikian, pemilihan konfigurasi pipeline yang tepat serta penerapan fitur tambahan berpengaruh signifikan terhadap peningkatan performa chatbot berbasis RASA pada layanan informasi Bank Sampah Sriwilis.
Media Informasi Masjid Sebagai Sarana Standarisasi Informasi Masjid Attharuf Kepada Masyarakat Cahya Rahmad; Septian Enggar Sukmana; Annisa Puspa Kirana; Moh. Zawaruddin Abdullah; Vivin Ayu Lestari; Triana Fatmawati
Jurnal Pengabdian kepada Masyarakat Vol. 12 No. 1 (2025): JURNAL PENGABDIAN KEPADA MASYARAKAT 2025
Publisher : P3M Politeknik Negeri Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33795/abdimas.v12i1.7466

Abstract

Mosques play a vital role as centers of worship and socio-religious activities. However, information dissemination often goes unnoticed, even when shared through messaging applications. Baital Ma'ruf Mosque in Malang Regency faces similar challenges. Therefore, a mosque information display system was implemented. This community service program aims to standardize information and make it easier for mosque administrators to update content in real-time. The results of this initiative show that 85% of congregants feel it's now easier to get information. The Baital Ma'ruf Mosque administrators have responded very positively, affirming that this mosque information system brings significant benefits to both congregants and the wider community, making it an innovative solution for the mosque's digital transformation.
Pelatihan Desain Kreatif untuk Pengembangan Landing Page Website Interaktif PRM Arbuka Septian Enggar Sukmana; Cahya Rahmad; Annisa Puspa Kirana; Moh. Zawaruddin Abdullah; Vivin Ayu Lestari; Triana Fatmawati
Jurnal Pengabdian kepada Masyarakat Vol. 12 No. 1 (2025): JURNAL PENGABDIAN KEPADA MASYARAKAT 2025
Publisher : P3M Politeknik Negeri Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33795/abdimas.v12i1.7467

Abstract

This Community Service Program aimed to enhance the capacity of the board members of Pimpinan Ranting Muhammadiyah (PRM) Arbuka in managing interactive information media through creative design training for the development of a website landing page. The main problem identified was the suboptimal dissemination of organizational information to members and the surrounding community, due to the limitations of previously used social media platforms and the absence of an integrated publication medium. The training activities included understanding visual design principles, user experience (UX) design, and hands-on practice in website content creation. Evaluation results indicated that 92% of participants found the training materials to be highly relevant to the organization’s needs.
Co-Authors Abdullah, Zaed Al Masyriqi, Syifa’ul Ikrom Syifa’ul Ikrom Ali Ridho Muladawila Annisa Puspa Kirana Candra Bella Vista Chandrasena Setiadi Deasy Sandhya E.I. Deddy Kusbianto Purwoko Aji Eka Apriani, Meyti Elok Nur Hamdana Endah Septa Sintiya Farid Angga Pribadi Febry P J Sibuea Ferdy Hanan Pradana Fifi Lailasari Hadianastuti Hein Htet Hudriyah Mundzir, Hudriyah Indrazno Siradjuddin Irfan Thalib Alfarid Irsyad Arif Mashudi Kyaw, Htoo Htoo Sandy M. Hasyim Ratsanjani Mamluatul Hani’ah Moch Zawaruddin Abdullah Nobuo Funabiki, Nobuo Pramana Yoga Saputra Pramana Yoga Saputra Pramana Yoga Saputra Pramudhita, Agung Nugroho Rabiathul Miza Rahmad, Cahya Rahmadani, Alfiandi Aulia Ridzky Kramanandita salies Apriliyant Septian Enggar Sukmana Setiawan, Budhy Siradjuddin, Indrazno Sofyan Noor Arief Sumeru Ashari Tundjung, Mellyana Vivin Ayu Lestari Yan Watequlis Syaifudin Yan Watequlis Syaifudin Yuri Ariyanto Yuri Ariyanto