Model Stealing Attack on SVHN Open-world-TI (test)
72.13AccuracyAdaMSA
Evaluation results
| Method | Links | |
|---|---|---|
| AdaMSADefense=Unprotected, T0=32026.06 | 72.13 | |
| VictimDefense=Unprotected2026.06 | 71.11 | |
| Naïve AdaMSADefense=Unprotected2026.06 | 69.68 | |
| MSADefense=Unprotected2026.06 | 69.34 | |
| AdaMSADefense=DP-L, T0=32026.06 | 68.41 | |
| Naïve AdaMSADefense=DP-L2026.06 | 66.32 | |
| MSADefense=DP-L2026.06 | 66.11 | |
| VictimDefense=DP-G2026.06 | 65.76 | |
| VictimDefense=DP-L2026.06 | 65.09 | |
| AdaMSADefense=DP-G, T0=32026.06 | 65.02 | |
| AdaMSADefense=One-shot, T0=32026.06 | 64.41 | |
| VictimDefense=One-shot2026.06 | 63.09 | |
| Naïve AdaMSADefense=DP-G2026.06 | 63.01 | |
| MSADefense=DP-G2026.06 | 62.77 | |
| MSADefense=One-shot2026.06 | 62.36 | |
| Naïve AdaMSADefense=One-shot2026.06 | 62.09 | |
| AdaMSADefense=Cross-domain, T0=32026.06 | 53.54 | |
| MSADefense=Cross-domain2026.06 | 51.17 | |
| VictimDefense=Cross-domain2026.06 | 51.14 | |
| Naïve AdaMSADefense=Cross-domain2026.06 | 50.43 |