Malware Traffic Classification on USTC-TFC 2016 (test)
99.95AccuracyMambaNetBurst
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MambaNetBurstParams(M) PT=NA, Params(M) FT=2.7/2.52026.05 | 99.95 | 99.64 | 99.49 | 99.54 | |
| YaTCParams(M) PT=2.3, Params(M) FT=2.12026.05 | 99.72 | 99.76 | 99.72 | 99.7 | |
| YaTC(OF)Params(M) PT=2.3, Params(M) FT=2.12026.05 | 99.6 | 99.55 | 99.6 | 99.57 | |
| NetMambaParams(M) PT=2.2, Params(M) FT=1.92026.05 | 99.6 | 99.57 | 99.6 | 99.57 | |
| ET-BERTParams(M) PT=187.4, Params(M) FT=136.42026.05 | 99.1 | 99.11 | 99.1 | 99.1 | |
| TFE-GNNParams(M) FT=44.32026.05 | 97.47 | 97.47 | 97.47 | 97.34 | |
| FlowPrint2026.05 | 79.92 | 77.45 | 79.92 | 77.55 | |
| AppScanner2026.05 | 69.98 | 85.91 | 60.62 | 66.33 | |
| FS-NetParams(M) FT=5.32026.05 | 43.81 | 20.11 | 43.81 | 26.72 |