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