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Advances, Systems and Applications

Table 7 Preprocessing the NF-CSE CI-CIDS2018-Sample dataset

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

51128

0.511

443

0.443

12262

0.122

61023

0.610

443

0.443

55252

0.552

443

0.443

63445

0.634

49248

0.492

51109

0.511