Research Article
ETCC: Encrypted Two-Label Classification Using CNN
Table 5
The performance of ISCX-Tor-VPN with the second label module (%).
| Protocol | CNN | LSTM | Accuracy | Precision | Recall | F1 | Accuracy | Precision | Recall | F1 |
| Tor | 91.8 | 86.8 | 91.4 | 89.0 | 87.7 | 87.4 | 87.1 | 87.2 | Non-Tor | 97.7 | 94.3 | 96.9 | 95.6 | 97.2 | 93.1 | 96.1 | 94.6 | VPN | 98.3 | 96.3 | 97.1 | 96.7 | 98.1 | 95.6 | 96.7 | 96.1 | Non-VPN | 98.2 | 96.9 | 98.1 | 97.5 | 98 | 98.8 | 97.8 | 98.3 |
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