Intrusion Detection on CIC-IDS 2017 (test)
100Accuracy (%)Het. Graph U-Nets
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Het. Graph U-NetsEvaluation Protocol=10-fold cross-validation2026.03 | 100 | 99.9 | 100 | 99.9 | |
| E-GraphSageEvaluation Protocol=10-fold cross-validation2026.03 | 100 | 99.9 | 100 | 100 | |
| GNN RNIDSEvaluation Protocol=10-fold cross-validation2026.03 | 99.9 | 99.9 | 99.3 | 99.9 | |
| ZTA-FL2025.12 | 96.4 | 96 | — | — | |
| FLAME2025.12 | 95.1 | 94.6 | — | — | |
| FLTrust2025.12 | 94.8 | 94.3 | — | — | |
| FedProx2025.12 | 93.6 | 93.1 | — | — | |
| FedAvg2025.12 | 92.8 | 92.3 | — | — | |
| Krum2025.12 | 92.1 | 91.6 | — | — |