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Advances, Systems and Applications

Table 1 Statistics of a Dynamic Graph. \(\left| V\right|\) represents the number of nodes in the graph, \(\left| E_{T}\right|\) represents the number of temporal edges, d denotes the average node degree across all timesteps, \(d_{max}\) represents the maximum node degree across all timesteps, \(\mathcal {S}_{t}\) represents the entire time span in days, T denotes the number of time steps in the training data

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

Database

\(\left| V\right|\)

\(\left| E_{T}\right|\)

d

\(d_{max}\)

\(\mathcal {S}_{t}\)

T

IA-EMAIL-EU

927

323.3K

15.8

232

784.87

44

FB-FORUM

899

33.7K

9.9

109

147.52

10

SOC-SIGN-BITCOINA

3.7K

24.1K

5.9

597

1791.32

11

SOC-WIKI-ELEC

7.1K

107K

12.2

602

1263.47

20