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Sellang, Kamaruddin
Universitas Muhammadiyah Sidenreng Rappang
Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Energy Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Materials Science & Nanotechnology Mathematics Social Sciences Other

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Journal : Data : Journal of Information Systems and Management

 1 
Deploying Differential Privacy in Emerging Economies: Evidence from Indonesia’s Digital Commerce Sector Sellang, Kamaruddin
Data : Journal of Information Systems and Management Vol. 3 No. 1 (2025): January 2025
Publisher : Indonesian Scientific Publication

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61978/data.v3i1.921

Abstract

The expansion of Indonesia’s digital economy has amplified the demand for privacy-preserving technologies, particularly in the e-commerce sector. This study explores the implementation of Differential Privacy (DP) to strike a balance between data utility and regulatory compliance. Through simulations involving BPS microdata, synthetic modeling via SmartNoise, and financial time series from Bank Indonesia, we applied calibrated DP mechanisms and evaluated performance using utility metrics (MAPE, MAE, AUC) across varying epsilon (ε) values. Results indicate that ε values between 1 and 3 offer optimal privacy-utility trade-offs, preserving analytical accuracy while ensuring compliance. The findings highlight SmartNoise’s usability and ISO 27559's role in promoting privacy by design. This work contributes a practical framework for DP adoption in Indonesia’s e-commerce sector, with broader relevance for Southeast Asia.
Co-Authors A. Marsal Husain Abdul Jabbar Abdul Useng Adnan, A. Astinah Adnan, Andi Astina Adnan, Hj.A.Astinah Agustina Syamsuddin Agustina Wulandari Ahmad Mannu Akhwan Ali Aksal Mursalat Aksan, Muhammad Alimuddin, Aldy Andi Asmawati AR Andi Astinah Adnan Andi Sinrang Andi Uceng Andi Uceng Andreani, Andi Riska Anjas Asmara Anti, Ardi Arifin, Muh. Indra Askar Askar Asra, Reza B, Sofyan Barisan Barisan, Barisan Budai, Balázs Benjámin Damayanti, Trisna Elisa, Reski Erfina Erfina Fatmawati Fatmawati Fitri Fitri Gustiar Latif H. Jamaluddin Haeruddin Syarifuddin Hardianti Hardianti, Hardianti Hariyanti Hamid Hasmawati Hasmawati HASTIRANI HASTIRANI Herwinda, Herwinda Hikma, Nurul Irmayani Irwan irwan, irwansyah Irwan, Muh. Jermsittiparsert, Kittisak Karmila Yusuf Kharisna Kharisna Kiki Syani Laduppa, Hardianti Lahibu Tuwu Latif, Adam Lukman Lukman Lukman LUKMAN, LUKMAN Mannu, Ahmad Maryam Maryam Masnah Mirnayani R Monalisa Ibrahim Mudinillah, Adam Muh Darman Muh Tamrin Muh. Darman Muhammad Bibin, Muhammad Muhammad Fatiril Haq Muhammad Ikbal Muhammad Ikbal Muhammad Ikbal Muhammad Nur Muhammad Rais Rahmat Muhammad Rohady Ramadhan Mustanir, Ahmad Mutmaina Mutmaina Nanda Sari Nandhita Nirwana Nirwana Nur Ikhzan, Muhammad Nurul Ainun Nisa Pertiwi, A Rahman Yakub Sahar Sahar Saifullah Sandi Lubis Sani, Yasir sapri sapri SATRIYAS ILYAS Suci Amirullah Sulviah Sulviah Sunandar Said Suraswati Suraswati Suryani Syam Syam, Syaiful Bahri Syarifuddin, Haeruddin Syarifuddin, Rifni Nikmat Uceng, Andi Useng, Abd Razak Wahyuni Wahyuni