Predictive Crime Analytics: A Model Comparison for Offense Classification Using Spatio-Temporal and Demographic Features. - Jannie Fleur V. Oraño; Czarina Ancella G. Gabi; Francis Ann R. Sy; Gerald L. Ceniza (NiDS (2), 2025)

Unsupervised Anomaly Detection in IoT Attacks Using Isolation Forest on the Kitsune Dataset. - Malakit L. Ram; Czarina Ancella G. Gabi; Joleco C. Agullo; Rustom D. Clemente; Rhoderick D. Malangsa; Dorris S. Lintao (NiDS (2), 2025)