Table 7 Robustness comparison time interval.

From: Applying the defense model to strengthen information security with artificial intelligence in computer networks of the financial services sector

Time

AI-E-DiD

T-DiD

S-IDS

ML-IDS

DR (%)

PR (%)

DR (%)

PR (%)

DR (%)

PR (%)

DR (%)

PR (%)

00:00–02:00

94.07

89.12

84.03

79.98

76.05

71.02

91.09

86.96

02:00–04:00

93.85

88.96

83.91

79.45

75.78

70.87

90.64

85.55

04:00–06:00

92.97

87.81

83.11

78.86

75.21

70.34

90.22

85.39

06:00–08:00

93.39

88.25

83.55

78.31

75.46

70.18

90.78

85.52

08:00–10:00

92.18

87.09

82.67

77.94

74.32

69.27

89.33

84.10

10:00–12:00

91.45

86.73

81.67

76.52

73.87

68.83

88.91

83.75

12:00–14:00

91.89

86.37

82.25

77.10

74.43

69.49

89.04

84.29

14:00–16:00

90.87

85.92

81.05

76.55

73.16

68.90

88.17

83.45

16:00–18:00

91.25

86.49

81.34

76.28

73.50

68.42

87.82

83.58

18:00–20:00

90.03

85.04

80.89

75.45

72.09

67.00

87.41

82.19

20:00–22:00

89.61

84.66

80.47

75.41

71.63

66.57

86.00

81.76

22:00–24:00

89.28

85.22

79.72

74.56

71.28

66.72

86.59

81.84