Table 10 the accuracy of the ablation experiments on ADGCN.

From: Few-shot traffic classification based on autoencoder and deep graph convolutional networks

 

USTC-TFC2016

MALWARE

NORMAL

ISCX-VPN-NonVPN-2016

VPN

NO-VPN

ADGCN-AE

47.68

53.12

56.82

56.77

86.87

57.01

ADGCN-Heat Kernel

70.85

87.09

81.83

79.33

94.52

77.67

ADGCN-GCNII

91.55

80.99

93.49

88.08

88.01

77.33

ADGCN

96.2

98.6

98.8

94.33

97.67

96.67

Back to article page