2026. Rethinking Graph-Based Approaches: An Empirical Study of Feature Engineering in Network Intrusion Detection. Jurnal Teknoif Teknik Informatika Institut Teknologi Padang. 14, 1 (Apr. 2026), 1–10. DOI:https://doi.org/10.21063/jtif.2026.V14.1.1-10.