Graph Classification Model Stealing on Mutagenicity
84AUCTarget (Victim)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Target (Victim)Target Model Architecture=GCN, Training Strategy=Trained from scratch2025.06 | 84 | — | — | |
| GNNStealingTarget Model Architecture=GCN, Training Strategy=Trained from scratch2025.06 | 82.91 | 93.66 | 17.04 | |
| EGStealTarget Model Architecture=GCN, Training Strategy=Trained from scratch2025.06 | 81.58 | 92.11 | 45.16 | |
| STEALGNNTarget Model Architecture=GCN, Training Strategy=Trained from scratch2025.06 | 81.19 | 84.25 | 29.19 | |
| MEA-GNNTarget Model Architecture=GCN, Training Strategy=Trained from scratch2025.06 | 81.17 | 89.57 | 24.97 | |
| MRMETarget Model Architecture=GCN, Training Strategy=Trained from scratch2025.06 | 80.04 | 90.73 | 26.23 | |
| TSTarget Model Architecture=GCN, Training Strategy=Trained from scratch2025.06 | 80.01 | 90.47 | 26.18 | |
| EfficientGNNTarget Model Architecture=GCN, Training Strategy=Trained from scratch2025.06 | 79.69 | 89.99 | 25.7 | |
| DETTarget Model Architecture=GCN, Training Strategy=Trained from scratch2025.06 | 79.42 | 84.57 | 21.11 |