Encrypted Traffic Analysis on ISCX-Tor 2016
93.31JClsAccmmTraffic
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| mmTrafficEncoder=Unfrozen, Classification Head=Auxiliary2026.04 | 93.31 | — | 100 | 81.92 | 96.41 | 77.51 | 94.81 | |
| VanillaEncoder=Frozen, Constraints=Without auxiliary constraints2026.04 | 70.92 | — | 100 | 60.02 | 92.17 | 58.31 | 92.66 | |
| Zero-shot LLMDescription=Feeds features directly to LLM without tuning2026.04 | 0.03 | — | 100 | 12.47 | 83.22 | 11.64 | 84.69 | |
| NetMambaType=Unimodal Classifier2026.04 | — | 99.61 | — | — | — | — | — |