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ResearchFormerly WizWand

Network Traffic Classification on CipherSpectrum encryption scheme shifts unseen domains (test)

70.69Average AccuracyUniAlign
59.010862.042965.07568.1071May 17, 2026
Updated 5mo ago

Evaluation results

MethodLinks
UniAlignBackbone=NetTrans+ [51], Training Framework Type=Ours2026.0570.6971.22
StandardBackbone=NetTrans+ [51], Training Framework Type=Original2026.0568.6368.86
MetaTrafficBackbone=NetTrans+ [51], Training Framework Type=NTC2026.0568.4967.55
CDANNBackbone=NetTrans+ [51], Training Framework Type=General2026.0568.268.61
RosettaBackbone=NetTrans+ [51], Training Framework Type=NTC2026.0568.1267.64
SWADBackbone=NetTrans+ [51], Training Framework Type=General2026.0568.1168.67
MMDBackbone=NetTrans+ [51], Training Framework Type=General2026.0565.3165.92
NetAugmentBackbone=NetTrans+ [51], Training Framework Type=NTC2026.0565.0164.89
SagNetBackbone=NetTrans+ [51], Training Framework Type=General2026.0559.4659.52