Anomaly Detection on Internet Topology
0.9823AUC (1% Anomaly Injection)TGF
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TGFHistory Graph=combined2026.03 | 0.9823 | 0.9807 | 0.9761 | |
| RustGraph2026.03 | 0.9746 | 0.9768 | 0.9761 | |
| TGFHistory Graph=H-type, size 10002026.03 | 0.9639 | 0.9637 | 0.9568 | |
| SLADE2026.03 | 0.9282 | 0.9295 | 0.9281 | |
| TADDY2026.03 | 0.8953 | 0.8952 | 0.8934 | |
| StrGNN2026.03 | 0.8553 | 0.8352 | 0.8271 | |
| AddGraph2026.03 | 0.808 | 0.8004 | 0.7926 | |
| NetWalk2026.03 | 0.8018 | 0.8066 | 0.8058 | |
| SedanSpot2026.03 | 0.6873 | 0.6742 | 0.6672 | |
| DeepWalk2026.03 | 0.6844 | 0.6793 | 0.6682 | |
| Node2Vec2026.03 | 0.6821 | 0.6752 | 0.6668 | |
| CM-Sketch2026.03 | 0.6687 | 0.6605 | 0.6558 |