Research Article
ETCC: Encrypted Two-Label Classification Using CNN
Table 7
The performance of ISCX-Tor-VPN with the second label module and CNN classifier (%).
| Application | Precision | Recall | Tor | Non-Tor | VPN | Non-VPN | Tor | Non-Tor | VPN | Non-VPN |
| Chat | 84.6 | 86.8 | 99.5 | 99.7 | 84.6 | 96.3 | 97 | 98.3 | FTP | 86.4 | 99.1 | 91.4 | 88 | 86.4 | 98.6 | 98.2 | 98.1 | Email | 75 | 92.2 | 94.9 | 98.9 | 100 | 96.9 | 97.4 | 98.1 | Audio | 95.3 | 94.9 | 99.6 | 98.3 | 91.1 | 95.2 | 99.1 | 97.7 | Video | 92.7 | 98.5 | 96 | 99.5 | 95 | 97.3 | 93.9 | 98.3 |
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