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ResearchFormerly WizWand

Network Traffic Classification on CipherSpectrum i.i.d. settings

98.92AccuracyMMD
95.269696.217397.16598.1127May 17, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MMDTraining Framework=NetTrans+, Type=General2026.0598.9298.93
SWADTraining Framework=NetTrans+, Type=General2026.0598.8198.81
StandardTraining Framework=NetTrans+, Type=Original2026.0598.7598.75
CDANNTraining Framework=NetTrans+, Type=General2026.0598.7198.71
UniAlignTraining Framework=NetTrans+, Type=Ours2026.0598.698.6
SagNetTraining Framework=NetTrans+, Type=General2026.0598.5498.54
RosettaTraining Framework=NetTrans+, Type=NTC2026.0598.0598.06
MetaTrafficTraining Framework=NetMamba+, Type=NTC2026.0597.7497.75
NetAugmentTraining Framework=NetTrans+, Type=NTC2026.0597.7397.75
UniAlignTraining Framework=NetMamba+, Type=Ours2026.0597.2397.25
MetaTrafficTraining Framework=NetTrans+, Type=NTC2026.0597.1597.17
SWADTraining Framework=NetMamba+, Type=General2026.0596.9897
CDANNTraining Framework=NetMamba+, Type=General2026.0596.6796.7
MMDTraining Framework=NetMamba+, Type=General2026.0596.5596.56
StandardTraining Framework=NetMamba+, Type=Original2026.0596.5296.54
NetAugmentTraining Framework=NetMamba+, Type=NTC2026.0596.4896.49
SagNetTraining Framework=NetMamba+, Type=General2026.0596.4396.41
RosettaTraining Framework=NetMamba+, Type=NTC2026.0595.4195.46