OntoLogX: Ontology-Guided Knowledge Graph Extraction From Cybersecurity Logs With Large Language Models

System logs represent a valuable source of cyber threat intelligence (CTI), capturing attacker behaviors, exploited vulnerabilities, and traces of malicious activity. Yet their utility is often limited by a lack of structure, semantic inconsistency, and fragmentation across devices and sessions. Ext