Encrypted Traffic Classification on CSTNET-TLS
94.35Accuracy (AC)MMAE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MMAE2026.03 | 94.35 | 94.59 | 94.35 | 94.34 | |
| NetMamba2026.03 | 92.58 | 92.71 | 92.58 | 92.49 | |
| TrafficMoE2026.03 | 86.88 | 87.11 | 86.88 | 86.85 | |
| FlowletFormer2026.03 | 86.05 | 85.78 | 84.45 | 84.73 | |
| FlowletFormer2026.03 | 86.05 | 85.78 | 84.45 | 84.73 | |
| YaTC2026.03 | 83.91 | 83.64 | 81.01 | 81.4 | |
| YaTC2026.03 | 83.91 | 83.64 | 81.01 | 81.4 | |
| ET-BERT2026.03 | 79.93 | 78.32 | 76.89 | 77 | |
| ET-BERT2026.03 | 79.93 | 78.32 | 76.89 | 77 | |
| TrafficFormer2026.03 | 79.82 | 78.83 | 77.36 | 77.04 | |
| TrafficFormer2026.03 | 79.82 | 78.83 | 77.36 | 77.04 | |
| FSNet2026.03 | 78.14 | 76.7 | 73.16 | 73.11 | |
| FS-Net2026.03 | 78.14 | 76.7 | 73.16 | 73.11 | |
| AppScanner2026.03 | 74.41 | 72.32 | 69.63 | 70.23 | |
| AppScanner2026.03 | 74.41 | 72.32 | 69.63 | 70.23 | |
| GraphDApp2026.03 | 72.81 | 69.64 | 69.09 | 68.9 | |
| CUMUL2026.03 | 59.21 | 55.28 | 56.04 | 54.93 | |
| DF2026.03 | 57.29 | 53.98 | 51.44 | 49.33 | |
| BIND2026.03 | 47.1 | 43.15 | 42.26 | 41.89 | |
| Beauty2026.03 | 29.44 | 32.19 | 25.13 | 23.24 |