Table 4 Features of CICIDS dataset

1

Source Port

28

Bwd IAT Total

55

Average Packet Size

2

Destination Port

29

Bwd IAT Mean

56

Avg Fwd Segment Size

3

Protocol

30

Bwd IAT Std

57

Avg Bwd Segment Size

4

Flow Duration

31

Bwd IAT Max

58

Fwd Avg Bytes/Bulk

5

Total Fwd Packets

32

Bwd IAT Min

59

Fwd Avg Packet /Bulk

6

Total Backward Packets

33

Fwd PSH Flags

60

Fwd Avg Bulk Rate

7

Total Length of Fwd Pck

34

Bwd PSH Flags

61

Bwd Avg Bytes/Bulk

8

Total Length of Bwd Pck

35

Fwd URG Flags

62

Bwd Avg Packet /Bulk

9

Fwd Packet Length Max

36

Bwd URG Flags

63

Bwd Avg Bulk Rate

10

Fwd Packet Length Min

37

Fwd Header Length

64

Subflow Fwd Packets

11

Fwd pck Length Mean

38

Bwd Header Length

65

Subflow Fwd Bytes

12

Fwd Packet Length Std

39

Fwd Packets/s

66

Subflow Bwd Packets

13

Bwd Packet Length Max

40

Bwd Packets/s

67

Subflow Bwd Bytes

14

Bwd Packet Length Min

41

Min Packet Length

68

Init_Win_bytes_fwd

15

Bwd Packet Length avg

42

Max Packet Length

69

Act_data_pkt_fwd

16

Bwd Packet Length Std

43

Packet Length Mean

70

Min_seg_size_fwd

17

Flow Bytes/s

44

Packet Length Std

71

Active Mean

18

Flow Packets/s

45

Packet Len. Variance

72

Active Std

19

Flow IAT Mean

46

FIN Flag Count

73

Active Max

20

Flow IAT Std

47

SYN Flag Count

74

Active Min

21

Flow IAT Max

48

RST Flag Count

75

Idle Mean

22

Flow IAT Min

49

PSH Flag Count

76

Idle packet

23

Fwd IAT Total

50

ACK Flag Count

77

Idle Std

24

Fwd IAT Mean

51

URG Flag Count

78

Idle Max

25

Fwd IAT Std

52

CWE Flag Count

79

Idle Min

26

Fwd IAT Max

53

ECE Flag Count

80

Lable

27

Fwd IAT Min

54

Down/Up Ratio