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Advances, Systems and Applications

Table 6 Preprocessing the NF-UNSWNB15- Sample data

From: Intelligent intrusion detection framework for multi-clouds – IoT environment using swarm-based deep learning classifier

Original data (L4 SRC port as features)

Proposed I-GN technique

62073

0.620

32284

0.322

21

0.210

23800

0.238

63062

0.630

57349

0.573

41660

0.416

29259

0.292

1813

0.181

20139

0.201