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What is Knowledge Graphs for Cyber Threats about?
The project focuses on generating knowledge graphs from Cyber Threat Intelligence (CTI) reports using Large Language Models (LLMs) to enhance threat analysis. By automating the extraction of entities and relationships, the approach improves the speed and accuracy of data-driven decisions in cybersecurity. The methodology involves fine-tuning the DeBERTa v3 model for entity recognition and utilizing Neo4j for knowledge graph construction, achieving a high F1-score for entity extraction.
- Author
- tojasbharambe0000
- Language
- EN