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Table 3 List of features exist in TON_IoT Train_Test Network Dataset

From: Performance analysis of machine learning models for intrusion detection system using Gini Impurity-based Weighted Random Forest (GIWRF) feature selection technique

Feature number

Feature

Format

1

dns_AA

Boolean

2

dns_RD

Boolean

3

dns_RA

Boolean

4

dns_rejected

Boolean

5

ssl_resumed

Boolean

6

ssl_established

Boolean

7

weird_notice

Boolean

8

src_port

Number

9

dst_port

Number

10

duration

Number

11

src_bytes

Number

12

dst_bytes

Number

13

missed_bytes

Number

14

src_pkts

Number

15

src_ip_bytes

Number

16

dst_pkts

Number

17

dst_ip_bytes

Number

18

dns_qclass

Number

19

dns_qtype

Number

20

dns_rcode

Number

21

http_trans_depth

Number

22

http_request_body_len

Number

23

http_status_code

Number

24

http_response_body_len

Number

25

http_user_agent

Number

26

label

Number

27

src_ip

String

28

dst_ip

String

29

proto

String

30

service

String

31

conn_state

String

32

dns_query

String

33

ssl_version

String

34

ssl_cipher

String

35

ssl_subject

String

36

ssl_issuer

String

37

http_method

String

38

http_uri

String

39

http_referrer

String

40

http_version

String

41

http_orig_mime_types

String

42

http_resp_mime_types

String

43

weird_name

String

44

weird_addl

String

45

type

String

46

ts

Time