Encrypted Traffic Analysis on CSTNet TLS1.3
64.48JCls AccuracymmTraffic
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| mmTrafficEncoder=Unfrozen, Classification Head=Auxiliary2026.04 | 64.48 | — | 100 | 71.88 | 95.38 | 80.07 | 97.1 | |
| VanillaEncoder=Frozen, Constraints=Without auxiliary constraints2026.04 | 1.48 | — | 100 | 52.24 | 92.42 | 43.46 | 90.41 | |
| Zero-shot LLMDescription=Feeds features directly to LLM without tuning2026.04 | 0 | — | 100 | 26.75 | 87.8 | 13.99 | 84.92 | |
| NetMambaType=Unimodal Classifier2026.04 | — | 84.74 | — | — | — | — | — |