Table 9 Results of all methods on the ISCX-VPN-NonVPN-2016-NoVPN dataset for 6-class classification.
From: Few-shot traffic classification based on autoencoder and deep graph convolutional networks
| Â | Accuracy | Precision | Recall | F1-score |
|---|---|---|---|---|
KNN | 55.42 | 59.93 | 55.42 | 56.87 |
CNN | 72.08 | 82.24 | 72.08 | 69.97 |
GCNII | 57.01 | 58.49 | 56.33 | 50.55 |
SAM | 57.64 | 60.58 | 59.67 | 60.01 |
NetMamb | 62.5 | 65.06 | 62.5 | 62.56 |
ADGCN | 96.67 | 96.85 | 96.67 | 96.66 |
