Surrogate detection under model extraction attack on BBBP
100AUCCOPYCOP
Evaluation results
| Method | Links | |
|---|---|---|
| COPYCOPGNN Architecture=GCN2026.05 | 100 | |
| COPYCOPGNN Architecture=GIN2026.05 | 100 | |
| COPYCOPGNN Architecture=ARMA2026.05 | 100 | |
| COPYCOPGNN Architecture=MixHop2026.05 | 100 | |
| COPYCOPGNN Architecture=GSage2026.05 | 93 | |
| PreGIPGNN Architecture=GSage2026.05 | 70 | |
| PreGIPGNN Architecture=GCN2026.05 | 60 | |
| PreGIPGNN Architecture=MixHop2026.05 | 55 | |
| PreGIPGNN Architecture=ARMA2026.05 | 20 | |
| COPYCOPGNN Architecture=GCN2026.05 | 1 | |
| COPYCOPGNN Architecture=GIN2026.05 | 1 | |
| COPYCOPGNN Architecture=ARMA2026.05 | 1 | |
| COPYCOPGNN Architecture=MixHop2026.05 | 1 | |
| PreGIPGNN Architecture=MixHop2026.05 | 1 | |
| PreGIPGNN Architecture=GCN2026.05 | 0.95 | |
| COPYCOPGNN Architecture=GSage2026.05 | 0.93 | |
| PreGIPGNN Architecture=GSage2026.05 | 0.7 | |
| PreGIPGNN Architecture=GIN2026.05 | 0.1 | |
| PreGIPGNN Architecture=GIN2026.05 | 0 | |
| PreGIPGNN Architecture=ARMA2026.05 | 0 |