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Table 6 Features extracted by extra trees classifier

From: Network security situation prediction based on feature separation and dual attention mechanism

No

Feature name

No

Feature name

No

Feature name

No

Feature name

5

.time_delta

64

.type_subtype

90

.ess

101

.dsss_ofdm

6

_displayed

66

wlan.fc.type

91

.ibss

102

.del_blk_ack

7

.time_relative

67

wlan.fc.subtype

92

.cfpoll.ap

103

.imm_bl_ack

8

frame.len

68

wlan.fc.ds

93

.privacy

110

.fixed.reason_code

9

.cap_len

70

wlan.fc.retry

94

.preamble

141

wlan.wep.key

38

.mactime

71

wlan.fc.pwrmgt

95

.pbcc

145

wlan.qos.tid

47

.datarate

73

fc.protected

96

.agility

148

wlan.qos.ack

50

.type.cck

75

wlan.duration

98

_slot_time

154

data.len

51

.type.ofdm

81

wlan.frag

99

.apsd

  

61

.dbm_antsignal

82

wlan.seq

100

_measurement