Graph Reconstruction Attack on USA
91.3ROC-AUCMC-GRA (+)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MC-GRA (+)Target Backbone=GCN, Prior Knowledge: X (Features)=true, Prior Knowledge: H_all (Hidden Representations)=false, Prior Knowledge: Y_hat_A (Predicted Labels)=false, Prior Knowledge: Y (Ground-truth Labels)=true2026.06 | 91.3 | 10.5 | |
| MC-GRA (+)Target Backbone=GCN, Prior Knowledge: X (Features)=true, Prior Knowledge: H_all (Hidden Representations)=true, Prior Knowledge: Y_hat_A (Predicted Labels)=false, Prior Knowledge: Y (Ground-truth Labels)=false2026.06 | 88.3 | 3.9 | |
| MC-GRA (+)Target Backbone=GCN, Prior Knowledge: X (Features)=true, Prior Knowledge: H_all (Hidden Representations)=true, Prior Knowledge: Y_hat_A (Predicted Labels)=true, Prior Knowledge: Y (Ground-truth Labels)=false2026.06 | 87.8 | 3.5 | |
| MC-GRA (+)Target Backbone=GCN, Prior Knowledge: X (Features)=true, Prior Knowledge: H_all (Hidden Representations)=true, Prior Knowledge: Y_hat_A (Predicted Labels)=false, Prior Knowledge: Y (Ground-truth Labels)=true2026.06 | 87.8 | 3.3 | |
| MC-GRA (+)Target Backbone=GCN, Prior Knowledge: X (Features)=true, Prior Knowledge: H_all (Hidden Representations)=false, Prior Knowledge: Y_hat_A (Predicted Labels)=true, Prior Knowledge: Y (Ground-truth Labels)=true2026.06 | 87 | 3.3 | |
| MC-GRA (+)Target Backbone=GCN, Prior Knowledge: X (Features)=true, Prior Knowledge: H_all (Hidden Representations)=true, Prior Knowledge: Y_hat_A (Predicted Labels)=true, Prior Knowledge: Y (Ground-truth Labels)=true2026.06 | 87 | 2.1 | |
| MC-GRA (+)Target Backbone=GCN, Prior Knowledge: X (Features)=true, Prior Knowledge: H_all (Hidden Representations)=false, Prior Knowledge: Y_hat_A (Predicted Labels)=true, Prior Knowledge: Y (Ground-truth Labels)=false2026.06 | 82.5 | 13.3 | |
| MC-GRA (+)X=true, H_A^all=true, Y_hat_A=false, Y=false, Backbone=GPR-GNN2026.06 | 0.913 | 45.4 | |
| MC-GRA (+)X=true, H_A^all=false, Y_hat_A=true, Y=false, Backbone=GPR-GNN2026.06 | 0.897 | 226.2 | |
| MC-GRA (+)X=true, H_A^all=true, Y_hat_A=true, Y=true, Backbone=GPR-GNN2026.06 | 0.88 | 28.5 | |
| MC-GRA (+)X=true, H_A^all=false, Y_hat_A=true, Y=true, Backbone=GPR-GNN2026.06 | 0.872 | 39.1 | |
| MC-GRA (+)X=true, H_A^all=true, Y_hat_A=false, Y=true, Backbone=GPR-GNN2026.06 | 0.809 | 6 | |
| MC-GRA (+)X=true, H_A^all=false, Y_hat_A=false, Y=true, Backbone=GPR-GNN2026.06 | 0.807 | 7.6 | |
| MC-GRA (+)X=true, H_A^all=true, Y_hat_A=true, Y=false, Backbone=GPR-GNN2026.06 | 0.801 | 73 |