Encrypted Traffic Classification on ISCX-VPN Service
94AccuracyFlowletFormer
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FlowletFormer2026.03 | 94 | 94.71 | 92.77 | 93.64 | |
| YaTC2026.06 | 92.58 | 93.38 | 93.1 | 93.18 | |
| TrafficMoE2026.03 | 92.55 | 92.61 | 92.55 | 92.61 | |
| FSNet2026.03 | 90.87 | 90.51 | 90.54 | 90.51 | |
| YaTC2026.03 | 90.1 | 88.77 | 88 | 88.21 | |
| NetMamba2026.06 | 89.96 | 90.32 | 89.96 | 90.04 | |
| Traffic-CBM2026.06 | 89.91 | 89.7 | 88 | 88.43 | |
| AppScanner2026.03 | 86.81 | 87.1 | 84.35 | 85.46 | |
| TrafficFormer2026.03 | 85.33 | 84.45 | 83.48 | 82.79 | |
| ET-BERT2026.03 | 84.67 | 84.96 | 86.51 | 83.93 | |
| BIND2026.03 | 83.45 | 77.69 | 77.14 | 76.99 | |
| TrafficFormer2026.06 | 77.63 | 73.95 | 76.01 | 74.2 | |
| GraphDApp2026.03 | 75 | 73.11 | 76.78 | 74.29 | |
| DeepFP2026.06 | 74.23 | 81.69 | 70.68 | 74.74 | |
| ET-BERT2026.06 | 72.37 | 57.87 | 62.48 | 59.85 | |
| CUMUL2026.03 | 70.99 | 69.59 | 68.93 | 68.84 | |
| FS-Net2026.06 | 68.36 | 40.62 | 46.18 | 42.88 | |
| AppScanner2026.06 | 65.22 | 73.23 | 79.57 | 75.06 | |
| Beauty2026.03 | 64.16 | 57.69 | 58.42 | 53.87 | |
| DF2026.03 | 50.18 | 46.64 | 47.73 | 39.34 |