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

OntoLogX turns raw logs into ontology-grounded knowledge graphs, making cyber threat intelligence extraction from heterogeneous and noisy data more structured and reliable.

The published Advanced Intelligent Systems version extends the same core idea: use LLMs, retrieval, and iterative correction to build semantically consistent representations, connect low-level events to MITRE ATT&CK tactics, and make log analysis more actionable.