Data Leakage Detection on CIFAR-10
0.3Inference TimeForward-INF
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Forward-INFBackbone=ResNet182024.02 | 0.3 | 100 | 100 | 100 | |
| IFBackbone=ResNet18, Depths=1002024.02 | 10 | 30 | 35 | 45 | |
| TracInBackbone=ResNet18, Checkpoints=12024.02 | 12 | 2 | 6 | 7 | |
| IFBackbone=ResNet18, Depths=10002024.02 | 15 | 45 | 45 | 50 | |
| TracInBackbone=ResNet18, Checkpoints=32024.02 | 36 | 6 | 10 | 14 | |
| TracInBackbone=ResNet18, Checkpoints=52024.02 | 60 | 6 | 10 | 14 | |
| IFBackbone=ResNet18, Depths=100002024.02 | 72 | 0 | 0 | 0 |