Advances, Systems and Applications
Table 6 Comparison of recall 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 | 88.8 | 98.8 | 92 | 98.7 |
2 | 85.5 | 85.8 | 87.6 | 97.3 |
3 | 79.3 | 85.9 | 81.3 | 95.2 |