Surrogate detection under model extraction attack on CIFAR
100AUCCOPYCOP
Evaluation results
| Method | Links | |
|---|---|---|
| COPYCOPGNN Architecture=GCN2026.05 | 100 | |
| COPYCOPGNN Architecture=GIN2026.05 | 100 | |
| COPYCOPGNN Architecture=GSage2026.05 | 100 | |
| COPYCOPGNN Architecture=MixHop2026.05 | 100 | |
| PreGIPGNN Architecture=GCN2026.05 | 100 | |
| COPYCOPGNN Architecture=ARMA2026.05 | 94 | |
| PreGIPGNN Architecture=MixHop2026.05 | 70 | |
| PreGIPGNN Architecture=GIN2026.05 | 65 | |
| PreGIPGNN Architecture=GSage2026.05 | 60 | |
| PreGIPGNN Architecture=ARMA2026.05 | 30 | |
| COPYCOPGNN Architecture=GCN2026.05 | 1 | |
| COPYCOPGNN Architecture=GIN2026.05 | 1 | |
| COPYCOPGNN Architecture=GSage2026.05 | 1 | |
| COPYCOPGNN Architecture=MixHop2026.05 | 1 | |
| COPYCOPGNN Architecture=ARMA2026.05 | 0.94 | |
| PreGIPGNN Architecture=GSage2026.05 | 0.5 | |
| PreGIPGNN Architecture=MixHop2026.05 | 0.4 | |
| PreGIPGNN Architecture=ARMA2026.05 | 0.1 | |
| PreGIPGNN Architecture=GCN2026.05 | 0 | |
| PreGIPGNN Architecture=GIN2026.05 | 0 |