Constructs a CVE-TTP knowledge graph using transformer models to link vulnerabilities to attack behaviors, reporting F1 scores of 87.71% for techniques and 96.16% for tactics on a new annotated dataset.
The confusion matrix for the CER phase is presented in Figure 7
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CVE-TTP KG: Knowledge Graph Linking Software Vulnerabilities to Attack Behaviors
Constructs a CVE-TTP knowledge graph using transformer models to link vulnerabilities to attack behaviors, reporting F1 scores of 87.71% for techniques and 96.16% for tactics on a new annotated dataset.