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Table 1 List of 19 selected features

From: Intelligent feature selection and classification techniques for intrusion detection in networks: a survey

Selection number

Feature number

Feature name

1

2

protocol_type

2

4

src_byte

3

8

wrong_fragment

4

10

hot

5

14

root_shell

6

15

su_attempted

7

19

num_access_shells

8

25

rerror_rate

9

27

diff_srv_rate

10

29

srv_serror_rate

11

31

srv_diff_host_rate

12

32

dst_host_count

13

33

dst_host_srv_count

14

34

dst_host_same_srv_count

15

35

dst_host_diff_srv_count

16

36

dst_host_same_src_port_rate

17

37

dst_host_srv_diff_host_rate

18

38

dst_host_serror_rate

19

40

dst_host_rerror_rate