Network Traffic Classification on CipherSpectrum encryption scheme shifts unseen domains (test)
70.69Average AccuracyUniAlign
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UniAlignBackbone=NetTrans+ [51], Training Framework Type=Ours2026.05 | 70.69 | 71.22 | |
| StandardBackbone=NetTrans+ [51], Training Framework Type=Original2026.05 | 68.63 | 68.86 | |
| MetaTrafficBackbone=NetTrans+ [51], Training Framework Type=NTC2026.05 | 68.49 | 67.55 | |
| CDANNBackbone=NetTrans+ [51], Training Framework Type=General2026.05 | 68.2 | 68.61 | |
| RosettaBackbone=NetTrans+ [51], Training Framework Type=NTC2026.05 | 68.12 | 67.64 | |
| SWADBackbone=NetTrans+ [51], Training Framework Type=General2026.05 | 68.11 | 68.67 | |
| MMDBackbone=NetTrans+ [51], Training Framework Type=General2026.05 | 65.31 | 65.92 | |
| NetAugmentBackbone=NetTrans+ [51], Training Framework Type=NTC2026.05 | 65.01 | 64.89 | |
| SagNetBackbone=NetTrans+ [51], Training Framework Type=General2026.05 | 59.46 | 59.52 |