2026. Leveraging Deep Learning on Anomaly Detection in National Identity Number (NIN) Verification for National Identity Management Commission (NIMC), Nigeria . Federal University Gusau Faculty of Education Journal. 3, 2 (May 2026), 228–244. DOI:https://doi.org/10.64348/zije.2026438.