Journal of Cloud Computing

Advances, Systems and Applications

Table 3 AUC scores for Temporal Link Prediction

From: A large-scale data security detection method based on continuous time graph embedding framework

Dataset	DeepWalk	Node2vec	GCN	GAT	CTDNE	TempGAN	DynGEM	CTDGE
IA-EMAIL-EU	0.793	0.847	0.788	0.852	0.885	0.887	0.851	0.881
FB-FORUM	0.647	0.763	0.651	0.779	0.815	0.819	0.794	0.812
SOC-SIGN-BITCOINA	0.816	0.835	0.823	0.847	0.870	0.902	0.882	0.913
SOC-WIKI-ELEC	0.810	0.831	0.824	0.836	0.849	0.856	0.837	0.860

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