AttacKG+:Boosting Attack Knowledge Graph Construction with Large Language Models

arXiv:2405.04753v1 Announce Type: new
Abstract: Attack knowledge graph construction seeks to convert textual cyber threat intelligence (CTI) reports into structured representations, portraying the evolutionary traces of cyber attacks. Even though previous research has proposed various methods to construct attack knowledge graphs, they generally suffer from limited generalization capability to diverse knowledge types as well as requirement of expertise in model design and tuning. Addressing these limitations, we seek to utilize Large Language Models (LLMs), which have achieved enormous success in …

arxiv attack attacks construction cs.ai cs.cr cti cyber cyber attacks cyber threat cyber threat intelligence graph graphs intelligence knowledge knowledge graph language language models large reports research threat threat intelligence traces