Research Article
A Hierarchical Approach for Advanced Persistent Threat Detection with Attention-Based Graph Neural Networks
Table 6
Detection results of different methods on the LANL dataset.
| Method | Precision | Recall | F-score | AUC |
| Tiresias | 0.56 | 0.63 | 0.59 | 0.76 | Ensemble method | 0.62 | 0.68 | 0.65 | 0.80 | Log2vec | 0.72 | 0.78 | 0.74 | 0.85 | GAT | 0.69 | 0.73 | 0.71 | 0.83 | IIG detector | 0.83 | 0.83 | 0.83 | 0.90 |
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