Al Kahfi; Relita Buaton; I Gusti Prahmana. Implementation of Isolation Forest-Based Machine Learning in Batch Anomaly Detection on Zeek Log Data (Case Study: Langkat Regency Communication and Information Agency). j. of artif. intell. and eng. appl. 2025, 5, 1048-1051.