Research Article
ETCC: Encrypted Two-Label Classification Using CNN
Table 6
The performance of CICDarknet2020 with the second label module and CNN classifier (%).
| Application | Precision | Recall | Tor | Non-Tor | VPN | Non-VPN | Tor | Non-Tor | VPN | Non-VPN |
| Chat | 92.3 | 94.1 | 99.7 | 99.8 | 92.3 | 97.6 | 98.3 | 98.4 | FTP | 95.2 | 99.5 | 95.3 | 89.6 | 90.9 | 99.3 | 98.4 | 98.4 | Email | 75 | 94.1 | 94.8 | 99.5 | 100 | 96.9 | 96.5 | 98.8 | Audio | 95.6 | 97.7 | 99.8 | 98.3 | 95.6 | 99 | 99.5 | 97.9 | Video | 95 | 99.5 | 97 | 99.5 | 95 | 98.5 | 97.4 | 98.8 |
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