Table 2 Attack detection outcome of TTOS-RAAM model under 80%TRAP and 20%TESP.

From: A two-tier optimization strategy for feature selection in robust adversarial attack mitigation on internet of things network security

Class labels

Accuy

Sensy

Specy

Fscore

AUCscore

TRAP (80%)

C1

99.52

99.60

99.25

99.69

99.42

C2

99.87

98.88

99.94

98.99

99.41

C3

99.93

98.07

99.97

98.31

99.02

C4

99.93

98.27

99.96

97.91

99.12

C5

99.92

99.06

99.94

97.66

99.50

C6

99.96

99.13

99.96

97.33

99.55

C7

99.96

97.96

99.97

95.79

98.96

C8

99.83

98.63

99.92

98.71

99.27

C9

99.91

99.40

99.93

98.74

99.66

C10

99.98

98.98

99.98

94.89

99.48

Average

99.88

98.80

99.88

97.80

99.34

TESP (20%)

C1

99.61

99.71

99.27

99.74

99.49

C2

99.89

99.01

99.94

99.08

99.48

C3

99.93

98.45

99.97

98.45

99.21

C4

99.95

99.23

99.96

98.47

99.60

C5

99.95

99.00

99.97

98.51

99.48

C6

99.96

99.48

99.96

97.47

99.72

C7

99.97

97.85

99.98

96.30

98.91

C8

99.87

98.70

99.95

98.97

99.32

C9

99.96

99.52

99.97

99.34

99.74

C10

99.98

96.43

99.98

94.74

98.21

Average

99.91

98.74

99.90

98.11

99.32