Table 9 Robustness comparison by data size.

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

Data Size

AI-E-DiD

T-DiD

S-IDS

ML-IDS

DR (%)

PR (%)

DR (%)

PR (%)

DR (%)

PR (%)

DR (%)

PR (%)

512 bytes

95.07

90.12

85.03

80.05

75.01

70.00

92.09

87.05

1 MB

94.62

89.58

84.59

79.53

74.52

69.47

91.62

86.58

2 MB

94.18

89.01

84.12

79.08

74.10

69.02

91.19

86.11

4 MB

93.73

88.45

83.67

78.70

73.67

68.61

90.78

85.66

8 MB

93.29

87.90

83.21

78.27

73.25

68.23

90.34

85.25

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