A Hierarchical Approach for Advanced Persistent Threat Detection with Attention-Based Graph Neural Networks

Table 1

Taxonomy and representative publications of the related works.

Category		Publications
Sequence-based log analysis	Attack detection	[8, 9, 11]
	Attack prediction	[25]
Provenance-based threat modeling	Provenance capture	[26, 27]
	Forensic analysis	[28–30]
	Rule-based APT detection	[1, 15, 16]
Graph-based anomaly detection	Provenance graph	[2, 13]
	Correlation graph	[3, 31]
	GNN-based methods	[23, 24]