Sample Inference Attack on CIFAR-10 shadow dataset (test)
45Original SIA Success RateModel-level shuffling
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Model-level shufflingAlgorithm=Alg. 22026.03 | 45 | 31.9 | 22 | 18 | |
| Layer-level shufflingAlgorithm=Alg. 32026.03 | 42 | 39 | 18 | 16 | |
| Parameter-level shufflingAlgorithm=Alg. 52026.03 | 27 | 19 | 14 | 12 | |
| Proposed SolutionAlgorithm=Alg. 12026.03 | 10 | 10 | 10 | 10 |