Research Article

EX-Action: Automatically Extracting Threat Actions from Cyber Threat Intelligence Report Based on Multimodal Learning

Table 6

Performance comparison of the three methods.

ModelNumberAccuracy (%)Recall (%)Precision (%)F1-score (%)NMI (%)

TTPDrill71154.0046.9388.3261.2972.86
ActionMiner123775.0281.6583.3082.4760.90
EX-Action1246

The bold values represent the maximum values of each metric.