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Table 7 Invalid features of CICIDS dataset

From: Network intrusion detection using data dimensions reduction techniques

Feature number in dataset

34

36

58

59

60

61

62

63

Name

Bwd PSH Flags

Bwd URG Flags

Fwd Avg Bytes/Bulk

Fwd Avg Packets/Bulk

Fwd Avg Bulk Rate

Bwd Avg Bytes/Bulk

Bwd Avg Packets/Bulk

Bwd Avg Bulk Rate