Graph data recovery from gradients on PTC MR
0.0329Node Feature MSEGraphDLG
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GraphDLG2026.01 | 0.0329 | 72.53 | 88.93 | 68.08 | 91.08 | |
| GRA-GRF2026.01 | 0.0372 | 70.45 | 47.53 | 15.06 | 48.64 | |
| GI-GAN2026.01 | 0.0586 | 5.81 | 49.19 | 15.29 | 28.05 | |
| TabLeak2026.01 | 0.3308 | 9.75 | 56.56 | 20.4 | 73.32 | |
| Random2026.01 | 0.3334 | 6.95 | 48.58 | 16.61 | 48.75 | |
| InverGrad2026.01 | 0.9154 | 16.19 | 54.69 | 19.39 | 52.46 | |
| Graph Attacker2026.01 | 0.9893 | 15.15 | 54.95 | 17.79 | 38.29 | |
| DLG2026.01 | 1.0289 | 12.33 | 53.72 | 19.92 | 62.63 | |
| iDLG2026.01 | 1.0608 | 11.13 | 53.07 | 18.64 | 65.41 |