Published: 2026-10-01

Pengembangan Service Masking Data dengan Metode Scramble pada Sistem TXX: Studi Kasus PT XYZ

DOI: 10.35870/jtik.v10i4.6349

Fani Amanatul Khaliq, Wasis Haryono
  • Fani Amanatul Khaliq: Universitas Pamulang
  • Wasis Haryono: Universitas Pamulang
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Abstract

The advancement of digitalization in financial institutions demands secure system development practices, particularly regarding the use of customer data in development and UAT environments. In the TXX core system, the use of raw data without sanitization poses a potential risk of sensitive information leaks. This study aims to develop a data sanitization service using a scrambling method capable of scrambling personal data without altering the structure, format, or integrity of the testing process. The research method employs a research and development approach, comprising system analysis, database and service flow design, implementation of a TAFC-based prototype, and functional and structural testing. The implementation resulted in three main modules: Parameter Scramble, Agent Service Scramble, and Routine Service, which are integrated with PT XYZ’s development environment. Black-box testing results indicate that all interface functions and service processes operate as expected. White-box testing of the program structure ensured that the internal logic, flow control, and multithreading mechanisms operated stably without race conditions. Additionally, usability testing using the System Usability Scale on 14 respondents yielded a score of 77, which falls into the “Good” and acceptable category.

Keywords

Service Making Data; Metode Scramble; Sistem TXX

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How to Cite

Khaliq, F. A., & Haryono, W. (2026). Pengembangan Service Masking Data dengan Metode Scramble pada Sistem TXX: Studi Kasus PT XYZ. Jurnal JTIK (Jurnal Teknologi Informasi Dan Komunikasi), 10(4), 1543-1554. https://doi.org/10.35870/jtik.v10i4.6349
Article Information

This article has been peer-reviewed and published in the Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi). The content is available under the terms of the Creative Commons Attribution 4.0 International License.

  • Issue: Vol. 10 No. 4 (2026)

  • Section: Computer & Communication Science

  • Published: 2026-10-01

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Author Biographies
Fani Amanatul Khaliq, Universitas Pamulang
Google Scholar ResearchGate ORCID

Program Studi Teknik Informatika, Universitas Pamulang, Kota Tangerang Selatan, Provinsi Banten, Indonesia.

Wasis Haryono, Universitas Pamulang
Google Scholar ResearchGate ORCID

Program Studi Teknik Informatika, Universitas Pamulang, Kota Tangerang Selatan, Provinsi Banten, Indonesia.

References
  • Almasri, E., & Mahmoud, Q. H. (2008). Investigating Web Services on Mobile Devices. Journal of Systems and Software, 81(3), 420–431.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Aziz, M., & Haron, S. (2020). Internet Banking of Islamic Banks: Issues of Security and Privacy. Journal of Islamic Finance, 5(1), 67–75.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Belgian Data Protection Authority. (2020). Recommendation on data sanitisation and data medium destruction techniques: Information media erasure and destruction guide (Version 1.01).
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Direktorat Jenderal Perbendaharaan. (2025). Mengenal ISO/IEC 27001: Standar emas keamanan informasi. Kementerian Keuangan Republik Indonesia.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Duan, X., Shao, Z., Wang, W., Zhang, E., Yue, D., Qin, C., & Nam, H. (2022). A Steganography Model Data Protection Method Based on Scrambling Encryption. Computers, Materials & Continua, 72(3), 5363–5375. https://doi.org/10.32604/cmc.2022.027807.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Fitria, A. D. (2021). Implementasi API Sanitasi Data pada Sistem Perbankan Syariah. Jurnal Teknologi Informasi dan Komputer, 9(2), 33–40.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Gupta, A., Kumar, R., & Singh, M. (2022). Data Protection Using Scrambling Technique. International Journal of Computer Applications, 183(3), 10–15.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Hutapea, S. (2020). Penerapan Software Testing Pada Aplikasi Properti PT. X dengan Metode Regresi & Black Box.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Koç, H., Erdoğan, A. M., Barjakly, Y., & Peker, S. (2021). UML Diagrams in Software Engineering Research: A Systematic Literature Review. Proceedings, 74(1), 13. https://doi.org/10.3390/proceedings2021074013.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Nababan, V. L. Y. B., Wulandari, A., & Karlina, L. (2024). PERLINDUNGAN DATA PRIBADI NASABAH DI INDUSTRI PERBANKAN. SYARIAH: Jurnal Ilmu Hukum, 1(4), 234-240.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Neagu, M.-I., & Miclea, L. (2014). Data scrambling in memories: A security measure. In 2014 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR) (pp. 1–6).
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Pooja Badgujar. (2021). Implementing Data Masking Techniques for Privacy Protection. Journal of Technological Innovations, 2(4). https://doi.org/10.93153/5yysvh44.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Pulungan, S. M., Febrianti, R., Lestari, T., Gurning, N., & Fitriana, N. (2023). Analisis Teknik Entity-Relationship Diagram Dalam Perancangan Database. Jurnal Ekonomi Manajemen Dan Bisnis (JEMB), 1(2), 143–147. https://doi.org/10.47233/jemb.v1i2.533.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Sa’adah, N., Astawa, I. G. P., & Sudarsono, A. (2018). Trusted Data Transmission Using Data Scrambling Security Method with Asymmetric Key Algorithm for Synchronization. EMITTER International Journal of Engineering Technology, 6(2), 217–235. https://doi.org/10.24003/emitter.v6i2.267.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Setiawan, G. W. (2021). PENGUJIAN PERANGKAT LUNAK MENGGUNAKAN METODE BLACK BOX: Studi Kasus EXELSA Universitas Sanata Dharma.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Singh, S., & Rai, R. K. (2014). A review report on security threats on database. International Journal of Computer Science and Information Technologies, 5(3), 3215–3219.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Subashini, R., & Kavitha, V. (2019). Data Sanitization Techniques: Protecting Against Data Leakage. Journal of Cyber Security and Information Systems, 7(4), 55–63.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Vijay Sai, R., & Saravanan, S. (2018). A Review on Security in Cache Memories. Indian Journal of Science and Technology, 9(48), 1–6. https://doi.org/10.17485/ijst/2016/v9i48/96037.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Vijay Sai, R., Saravanan, S., & Anandkumar, V. (2015). Implementation of a Novel Data Scrambling based Security Measure in Memories for VLSI Circuits. Indian Journal of Science and Technology, 8(35), 1–6. https://doi.org/10.17485/ijst/2015/v8i35/86798.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Wali, R. R., Permana, A. A., & Prasetyo, D. H. (2020). Logical Record Structure (LRS) dalam Perancangan Basis Data. JISICOM (Journal of Information System, Informatics and Computing), 4(1), 45–52.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
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