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All Journal JPM (Jurnal Pemberdayaan Masyarakat) Prisma Sains: Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram
Arizona Firdonsyah
Universitas Aisyiyah Yogyakarta
Biochemistry, Genetics & Molecular Biology Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Languange, Linguistic, Communication & Media Mathematics Physics Social Sciences Other

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Digital Forensic Analysis of Keylogger Attack Evidence on Websites Using the NIST Method Arizona Firdonsyah; Dimas Rizki Setyaji
Prisma Sains : Jurnal Pengkajian Ilmu dan Pembelajaran Matematika dan IPA IKIP Mataram Vol. 14 No. 2: April 2026
Publisher : Universitas Pendidikan Mandalika

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33394/j-ps.v14i2.19919

Abstract

WordPress commands 43.2% of global websites and has become a primary target for keylogger attacks, with vulnerability trends showing exponential growth from 1,543 in 2014 to 8,907 in 2025 according to WPScan Vulnerability Database. This research employs the National Institute of Standards and Technology (NIST) SP 800-86 method integrated with MITRE ATT&CK framework to analyze WordPress websites suspected of keylogger infection. A comparative approach is implemented by comparing WordPress against the DIABEX website (an AI-based diabetes diagnosis system) as baseline control. The research utilizes qualitative descriptive methodology through four NIST phases: Collection, Examination, Analysis, and Reporting, with historical activity log extraction from a 30-day period using Python-based forensic tools. Results identified a database-injected fileless keylogger on WordPress through wp_options table manipulation, with MITRE ATT&CK mapping across Initial Access (TA0001), Persistence (TA0003), Collection (T1056.001), and Exfiltration (TA0010) stages. Comparative security assessment revealed a 53-point gap between WordPress (29/100 - CRITICAL) and DIABEX (82/100 - GOOD), demonstrating that 97% of WordPress vulnerabilities originate from third-party plugins, requiring comprehensive database integrity monitoring and security audits.
Peningkatan Kualitas Manajemen Keuangan Menggunakan Aplikasi Android Pada Usaha Mikro Kecil dan Menengah Ima Food Avininda Dewi Nindiasari; Arizona Firdonsyah
Jurnal Pemberdayaan Masyarakat Vol 9 No 1 (2024): Mei
Publisher : Direktorat Penelitian dan Pengabdian kepada Masyarakat (DPPM)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/jpm.v9i1.8469

Abstract

The PKM activity partner is Ima Food, which is located in Purwomartani Village, Kalasan, Sleman, D.I. Yogyakarta. The primary issue that partners deal with is that they continue to mix up personal and business finances. This is motivated by a lack of skills and the media used to record business financial reports. Do not have Financial Reports because financial records are not optimal. To overcome partner problems, the PKM team offers the following solutions: (1) Financial literacy education related to MSME Financial Management; (2) Assistance using the android application “Akuntansi UKM” to facilitate recording and preparing financial reports. This PKM implementation method uses Participatory Learning and Action (PLA) theory. Some of the steps taken are planning, implementation, monitoring and evaluation. The result of this activity is that Ima Food has financial reports that comply with established standards. Through financial reporting using the Aplikasi UKM, partners can calculate the cost of goods sold based on their expenses, not based on the market selling price. This will certainly provide added value to business activities, increase business enthusiasm and expand business capital.
Co-Authors Dimas Rizki Setyaji Nindiasari, Avininda Dewi