Table 12 The accuracy of dataset size robustness experiment on ISCX-VPN-NonVPN-2016 dataset.

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

 

ADGCN

SAM

CNN

KNN

NetMamb

100%

94.33

62.08

70.42

54.58

66.25

50%

91.06

54.79

67.5

49.63

55.83

25%

86.75

41.71

57.5

41.74

50.76