Model Stealing Attack on SVHN Open-world-CF (test)
71.25AccuracyAdaMSA
Evaluation results
| Method | Links | |
|---|---|---|
| AdaMSADefense=Unprotected, T0=32026.06 | 71.25 | |
| VictimDefense=Unprotected2026.06 | 71.11 | |
| Naïve AdaMSADefense=Unprotected2026.06 | 68.99 | |
| MSADefense=Unprotected2026.06 | 68.77 | |
| AdaMSADefense=DP-L, T0=32026.06 | 67.64 | |
| Naïve AdaMSADefense=DP-L2026.06 | 66.07 | |
| MSADefense=DP-L2026.06 | 65.97 | |
| VictimDefense=DP-G2026.06 | 65.89 | |
| AdaMSADefense=DP-G, T0=32026.06 | 65.61 | |
| VictimDefense=DP-L2026.06 | 65.22 | |
| VictimDefense=One-shot2026.06 | 63.41 | |
| AdaMSADefense=One-shot, T0=32026.06 | 62.49 | |
| Naïve AdaMSADefense=DP-G2026.06 | 62.33 | |
| MSADefense=DP-G2026.06 | 62.2 | |
| MSADefense=One-shot2026.06 | 60.03 | |
| Naïve AdaMSADefense=One-shot2026.06 | 59.66 | |
| AdaMSADefense=Cross-domain, T0=32026.06 | 53.78 | |
| VictimDefense=Cross-domain2026.06 | 53.57 | |
| Naïve AdaMSADefense=Cross-domain2026.06 | 52.34 | |
| MSADefense=Cross-domain2026.06 | 52.21 |