Model Inversion Attack on MNIST
0.95AccuracyVMI
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| VMIArchitecture=DCGAN, Latent Distribution=Flow2022.01 | 0.95 | 0.35 | 0.14 | 0.25 | 0.24 | 0.24 | 77.73 | |
| VMIArchitecture=DCGAN, Latent Distribution=Gaussian2022.01 | 0.93 | 0.26 | 0.11 | 0.54 | 0.17 | 0.36 | 82.52 | |
| Generative MIAttack Framework=Generative MI2022.01 | 0.92 | 0.25 | 0.09 | 0.39 | 0.2 | 0.29 | 88.91 | |
| General MIAttack Framework=General MI2022.01 | 0 | 0 | 0 | 0 | 0 | 0 | 376.7 |