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Advances, Systems and Applications

Table 3 Detection of each type of attack

From: A Transformer-based network intrusion detection approach for cloud security

 

Accuracy

Precision

Recall

F1-score

Normal

93.572

94.6515

98.3251

96.4533

Botnet

99.9891

99.7199

99.3589

99.5391

Infilteration

98.7943

44.2619

11.776

13.228

DDoS

94.7668

64.4014

39.4349

48.9167

DoS

99.8151

99.2901

89.1539

93.9494

Web

99.8675

85.5708

99.5962

92.0523

Brute-force

99.9612

17.2378

36.9811

12.1062