Traffic Detection on Darknet 2020
94.51Accuracy (ACC)FlowID
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| FlowID2025.01 | 94.51 | 86.41 | 82.62 | 82.44 | |
| HGNN+2025.01 | 94.29 | 84.81 | 80.57 | 81 | |
| App-Net2025.01 | 94.11 | 82.22 | 78.47 | 79.75 | |
| LSTM2025.01 | 94.04 | 80.42 | 78.25 | 79.11 | |
| HGNN2025.01 | 93.89 | 84.55 | 77.55 | 79.93 | |
| CNN2025.01 | 93.85 | 81.81 | 77.28 | 79.06 | |
| GraphDDoS2025.01 | 91.22 | 71.29 | 67.32 | 68.66 | |
| TCGCN2025.01 | 89.75 | 76.41 | 53.16 | 57.1 | |
| TFE-GNN2025.01 | 85.46 | 79.51 | 77.84 | 78.14 | |
| GraphDApp2025.01 | 79.29 | 42.24 | 37.58 | 38.12 |