MUHAMMAD CLAUDIO DELVIN

2502481794

Degree Strata 2

Program/Study Program Master of Computer Science

Faculty/School Graduate Program

THESIS TITLE Optimization of Wazuh-Based Security System with Machine Learning Implementation to Detect Anomalies in Agent Logs: Deep Learning and Large Language Model (LLM) Approach