Research Article
ETCC: Encrypted Two-Label Classification Using CNN
Table 4
The performance of CICDarknet2020 with the second label module (%).
| Protocol | CNN | LSTM | Accuracy | Precision | Recall | F1 | Accuracy | Precision | Recall | F1 |
| Tor | 94.3 | 90.6 | 94.8 | 92.7 | 91.8 | 84.3 | 91.4 | 97.7 | Non-Tor | 98.8 | 97.0 | 98.3 | 97.6 | 98.6 | 96.3 | 97.8 | 97 | VPN | 99 | 97.3 | 98 | 97.6 | 98.8 | 96.9 | 97.6 | 97.2 | Non-VPN | 98.5 | 97.3 | 98.5 | 97.9 | 98.3 | 97.1 | 98.2 | 97.6 |
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