Analisis Jaringan (Social Network Analysis) terhadap Struktur Operasi Kejahatan Siber Terorganisir di ASEAN
DOI:
https://doi.org/10.51903/ms8gsm95Keywords:
Social Network Analysis, Organized Cybercrime, ASEANAbstract
This study investigates the structural dynamics of organized Cybercrime networks operating across ASEAN by employing Social Network Analysis (SNA) to uncover relational patterns, key actors, and functional subgroups within digital criminal ecosystems. Drawing on validated secondary data and network modeling, the analysis demonstrates that Cybercriminal operations in the region exhibit scale-free characteristics, with a small number of highly influential nodes serving as central coordinators and connectors across multiple communities. These structural properties reveal that Cybercrime in ASEAN is sustained not only by technical capabilities but also by interconnected social relationships that enable resource sharing, role specialization, and cross-border collaboration. The findings provide empirical insight into the architecture of Cybercriminal networks, offering theoretical contributions to digital criminology and practical implications for regional law enforcement, particularly for designing targeted interventions to disrupt high-impact nodes. The study also highlights several limitations related to data availability and recommends deeper integration between SNA, digital forensics, and intergovernmental data-sharing mechanisms in future research.
References
Abdullah, M., Nawaz, M. M., Saleem, B., Zahra, M., Ashfaq, E. binte, & Muhammad, Z. (2025). Evolution Cybercrime—Key Trends, Cybersecurity Threats, and Mitigation Strategies from Historical Data. Analytics, 4(3). https://doi.org/10.3390/analytics4030025
Anggoro, F., Caraka, R. E., Prasetyo, F. A., Ramadhani, M., Gio, P. U., Chen, R. C., & Pardamean, B. (2022). Revisiting Cluster Vulnerabilities towards Information and Communication Technologies in the Eastern Island of Indonesia Using Fuzzy C Means. Sustainability (Switzerland), 14(6). https://doi.org/10.3390/su14063428
Aslan, Ö., Aktuğ, S. S., Ozkan-Okay, M., Yilmaz, A. A., & Akin, E. (2023). A Comprehensive Review of Cyber Security Vulnerabilities, Threats, Attacks, and Solutions. Electronics (Switzerland), 12(6). https://doi.org/10.3390/electronics12061333
Bartlett, B. (2024). Why do States Engage in Cybersecurity Capacity-Building Assistance? Evidence from Japan. Pacific Review, 37(3), 475–503. https://doi.org/10.1080/09512748.2023.2183242
Bright, D., Brewer, R., & Morselli, C. (2022). Reprint of: Using Social Network Analysis to Study Crime: Navigating the Challenges of Criminal Justice Records. Social Networks, 69, 235–250. https://doi.org/10.1016/j.socnet.2022.01.008
Chen, H., Mehra, A., Tasselli, S., & Borgatti, S. P. (2022). Network Dynamics and Organizations: A Review and Research Agenda. Journal of Management, 48(6), 1602–1660. https://doi.org/10.1177/01492063211063218
Chen, S., Hao, M., Ding, F., Jiang, D., Dong, J., Zhang, S., Guo, Q., & Gao, C. (2023). Exploring the global geography of cybercrime and its driving forces. Humanities and Social Sciences Communications, 10(1). https://doi.org/10.1057/s41599-023-01560-x
Chen, Y., Huang, M., Niu, D., & Wang, J. (2025). The Impact of Digital Trade on Economic Growth and Its Mechanism: Evidence from 60 Countries. Emerging Markets Finance and Trade. https://doi.org/10.1080/1540496X.2025.2559940
Dillon, R., & Tan, K.-L. (2024). Cybersecurity Workforce Landscape, Education, and Industry Growth Prospects in Southeast Asia. Journal of Tropical Futures: Sustainable Business, Governance & Development, 1(2), 172–181. https://doi.org/10.1177/27538931231176903
Hemdani, M. G. K. (2025). Cryptocurrencies and the Dark Web: A Gateway to Money Laundering. Studies in Computational Intelligence, 1181, 217–247. https://doi.org/10.1007/978-3-031-80557-8_10
Ho, H. T. N., & Luong, H. T. (2022). Research Trends in Cybercrime Victimization During 2010–2020: A Bibliometric Analysis. SN Social Sciences, 2(1). https://doi.org/10.1007/s43545-021-00305-4
K, H. (2024). Cyber Forensic and Crime Investigation. LawFoyer International Journal of Doctrinal Legal Research, 2(3), 335–364. https://doi.org/10.70183/lijdlr.2024.v02.21
Kant, R., Pal, R., Dixit, A. K., & Kaur, G. (2025). Dark Net and Deep Web: Legal Issues and Regulations. Lecture Notes in Networks and Systems, 1408 LNNS, 557–582. https://doi.org/10.1007/978-981-96-6297-5_42
Karo-Karo, G. F. M., Harumnanda, M. S. A., & Lim, C. (2023). Investigating Multiple Malware as a Service (MaaS): Analysis and Prevention Techniques. Proceedings - 2023 IEEE International Conference on Cryptography, Informatics, and Cybersecurity: Cryptography and Cybersecurity: Roles, Prospects, and Challenges, ICoCICs 2023, 270–274. https://doi.org/10.1109/ICoCICs58778.2023.10277515
Kuzior, A., Brożek, P., Kuzmenko, O., Yarovenko, H., & Vasilyeva, T. (2022). Countering Cybercrime Risks in Financial Institutions: Forecasting Information Trends. Journal of Risk and Financial Management, 15(12). https://doi.org/10.3390/jrfm15120613
Lehto, M. (2022). Cyber-Attacks Against Critical Infrastructure. Computational Methods in Applied Sciences, 56, 3–42. https://doi.org/10.1007/978-3-030-91293-2_1
Liu, J., & Li, F. (2024). Rural revitalization driven by digital infrastructure: Mechanisms and empirical verification. Journal of Digital Economy, 3, 103–116. https://doi.org/10.1016/j.jdec.2025.01.002
Manantan, M. B. (2025). Cyber ASEAN: Advancing Cyber Resiliency and Capacity in Southeast Asia. The Palgrave Handbook on Cyber Diplomacy, 905–925. https://doi.org/10.1007/978-3-031-93385-1_42
Mirzaye, S., & Mohiuddin, M. (2025). Digital Transformation in International Trade: Opportunities, Challenges, and Policy Implications. Journal of Risk and Financial Management, 18(8). https://doi.org/10.3390/jrfm18080421
Nicolás-Sánchez, A., & Castro-Toledo, F. J. (2024). Uncovering the Social Impact of Digital Steganalysis Tools Applied to Cybercrime Investigations: A European Union Perspective. Crime Science, 13(1). https://doi.org/10.1186/s40163-024-00209-7
Purba, D. S., Dwi Permatasari, P., Tanjung, N., Rahayu, P., Fitriani, R., Wulandari, S., Universitas, ), Negeri, I., Utara, S., Muslim, U., & Al Washliyah, N. (2025). Analisis Perkembangan Ekonomi Digital dalam Meningkatkan Pertumbuhan Ekonomi di Indonesia. Jurnal Masharif Al-Syariah: Jurnal Ekonomi Dan Perbankan Syariah, 10(1). https://doi.org/10.30651/JMS.V10I1.25367
Robertson, C., Bouchard, M., Whelan, C., & Girn, A. (2025). Untangling SNA: The Use and Underuse of Social Network Analysis Among Crime Analysts. Police Practice and Research. https://doi.org/10.1080/15614263.2025.2574317
Rosenquist, H., Hasselquist, D., Arlitt, M., & Carlsson, N. (2024). On the Dark Side of the Coin: Characterizing Bitcoin Use for Illicit Activities. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14538 LNCS, 37–66. https://doi.org/10.1007/978-3-031-56252-5_3
Scharfman, J. (2024). Wallet Drainers, Crypto Stealers and Cryptojacking. The Cryptocurrency and Digital Asset Fraud Casebook, Volume II, 271–306. https://doi.org/10.1007/978-3-031-60836-0_10
Shahriar, S., Allana, S., Hazratifard, S. M., & Dara, R. (2023). A Survey of Privacy Risks and Mitigation Strategies in the Artificial Intelligence Life Cycle. IEEE Access, 11, 61829–61854. https://doi.org/10.1109/ACCESS.2023.3287195
Taherdoost, H. (2025). Insights into Cybercrime Detection and Response: A Review of Time Factor. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.5262063
Tzanetakis, M., & Marx, S. A. (2023). The Power of Digital Platforms: What do Darknet Drug Platforms Have in Common with Platform Giants? Economic Sociology in Europe: Recent Trends and Developments, 49–69. https://doi.org/10.4324/9781003353560-4
Verma, A. and S. C. (2022). Cyber Security: A Review of Cyber Crimes, Security Challenges and Measuresto Control. Vision.
Vogel, J. W., Corriveau-Lecavalier, N., Franzmeier, N., Pereira, J. B., Brown, J. A., Maass, A., Botha, H., Seeley, W. W., Bassett, D. S., Jones, D. T., & Ewers, M. (2023). Connectome-based modelling of neurodegenerative diseases: towards precision medicine and mechanistic insight. Nature Reviews Neuroscience, 24(10), 620–639. https://doi.org/10.1038/s41583-023-00731-8
Yeboah-Ofori, A., & Opoku-Boateng, F. A. (2023). Mitigating Cybercrimes in an Evolving Organizational Landscape. Continuity & Resilience Review, 5(1), 53–78. https://doi.org/10.1108/crr-09-2022-0017
Zreik, M. (2024). Governing Complex Disasters in Southeast Asia: A Focus on COVID-19 Management in Malaysia. Southeast Asia: A Multidisciplinary Journal, 24(3), 171–184. https://doi.org/10.1108/seamj-12-2023-0084
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