Encrypted Traffic Analysis on ISCXVPN 2016
99.02JCls AccuracymmTraffic
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| mmTrafficEncoder=Unfrozen, Classification Head=Auxiliary2026.04 | 99.02 | — | 100 | 84.36 | 96.86 | 69.75 | 94.19 | |
| VanillaEncoder=Frozen, Constraints=Without auxiliary constraints2026.04 | 29.87 | — | 100 | 35.97 | 88.81 | 20.2 | 86.79 | |
| Zero-shot LLMDescription=Feeds features directly to LLM without tuning2026.04 | 0.04 | — | 100 | 11.21 | 82.9 | 12.52 | 85.45 | |
| NetMambaType=Unimodal Classifier2026.04 | — | 99.17 | — | — | — | — | — |