Advances, Systems and Applications
Table 5 Comparison of precision of encrypted and non-encrypted traffic identification for C4.5 and 1D-CNN
From: A new dynamic security defense system based on TCP_REPAIR and deep learning
Experiment | Classification | |||
|---|---|---|---|---|
C4.5(Non-VPN) | 1D-CNN(Non-VPN) | C4.5(VPN) | 1D-CNN(VPN) | |
1 | 90.6 | 99.7 | 89 | 98.6 |
2 | 89 | 85.5 | 84 | 94.9 |
3 | 84.3 | 85.8 | 78.2 | 92 |