Attack Attribution on 1,100 6G attack scenarios 1.0 (test)
89.2AccuracyDA-GC
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| DA-GC2026.05 | 89.2 | 87.6 | 91.1 | 12.4 | 87 | |
| Transformer-XL2026.05 | 81.3 | 78.9 | 84.1 | 21.1 | 234 | |
| HOLMES2026.05 | 80.1 | 77.9 | 83 | 22.1 | 312 | |
| LSTM-Attention2026.05 | 79.1 | 76.7 | 82.2 | 23.3 | 167 | |
| Transfer Entropy2026.05 | 78.4 | 75.8 | 81.3 | 24.2 | 58 | |
| PCMCI2026.05 | 77.8 | 75.1 | 80.8 | 24.9 | 203 | |
| GraphSAGE2026.05 | 76.8 | 74.3 | 79.9 | 25.7 | 142 | |
| PC Algorithm2026.05 | 76.2 | 73.5 | 79.4 | 26.5 | 156 | |
| DirectLiNGAM2026.05 | 75.5 | 72.9 | 78.5 | 27.1 | 178 | |
| VAR-Granger2026.05 | 74.1 | 71.2 | 77.6 | 28.8 | 43 | |
| Correlation2026.05 | 72.9 | 69.4 | 76.2 | 30.6 | 21 |