Model Stealing Attack on EMNIST Close-world (test)
83.79AccuracyAdaMSA
Evaluation results
| Method | Links | |
|---|---|---|
| AdaMSADefense=Unprotected, T0=32026.06 | 83.79 | |
| VictimDefense=Unprotected2026.06 | 83.43 | |
| VictimDefense=Cross-domain2026.06 | 82.97 | |
| AdaMSADefense=Cross-domain, T0=32026.06 | 82.68 | |
| MSADefense=Unprotected2026.06 | 80.1 | |
| Naïve AdaMSADefense=Unprotected2026.06 | 80.09 | |
| MSADefense=Cross-domain2026.06 | 79.43 | |
| Naïve AdaMSADefense=Cross-domain2026.06 | 79.12 | |
| VictimDefense=DP-L2026.06 | 75.65 | |
| AdaMSADefense=DP-L, T0=32026.06 | 75.53 | |
| AdaMSADefense=DP-G, T0=32026.06 | 74.79 | |
| VictimDefense=DP-G2026.06 | 74.68 | |
| Naïve AdaMSADefense=DP-G2026.06 | 72.07 | |
| MSADefense=DP-L2026.06 | 72.01 | |
| MSADefense=DP-G2026.06 | 71.69 | |
| Naïve AdaMSADefense=DP-L2026.06 | 71.53 | |
| VictimDefense=One-shot2026.06 | 68.23 | |
| AdaMSADefense=One-shot, T0=32026.06 | 67.18 | |
| Naïve AdaMSADefense=One-shot2026.06 | 66.15 | |
| MSADefense=One-shot2026.06 | 65.03 |