Image Classification on Tiny-ImageNet (TER, ASR)
56TERBASGD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BASGDAttack Type=Scaling2026.04 | 56 | 39 | |
| BASGDAttack Type=DBA2026.04 | 56 | 36 | |
| BASGDAttack Type=PGD2026.04 | 56 | 8 | |
| BASGDAttack Type=Neurotoxin2026.04 | 56 | 10 | |
| BASGDAttack Type=3DFed2026.04 | 56 | 2 | |
| SecureAFLAttack Type=No attack2026.04 | 58 | — | |
| AsyncSGDAttack Type=Adaptive2026.04 | 60 | — | |
| AFLGuardAttack Type=No attack2026.04 | 60 | — | |
| AFLGuardAttack Type=Neurotoxin2026.04 | 60 | 5 | |
| AFLGuardAttack Type=3DFed2026.04 | 60 | 3 | |
| SecureAFLAttack Type=Labelflip2026.04 | 60 | — | |
| SecureAFLAttack Type=Min-Max2026.04 | 60 | — | |
| AsyncSGDAttack Type=No attack2026.04 | 61 | — | |
| AFLGuardAttack Type=Scaling2026.04 | 61 | 3 | |
| SecureAFLAttack Type=Scaling2026.04 | 61 | 3 | |
| SecureAFLAttack Type=DBA2026.04 | 61 | 3 | |
| AsyncSGDAttack Type=Scaling2026.04 | 62 | 100 | |
| AsyncSGDAttack Type=DBA2026.04 | 62 | 100 | |
| AsyncSGDAttack Type=PGD2026.04 | 62 | 44 | |
| AsyncSGDAttack Type=Neurotoxin2026.04 | 62 | 77 | |
| AsyncSGDAttack Type=3DFed2026.04 | 62 | 100 | |
| Zeno++Attack Type=No attack2026.04 | 62 | — | |
| AFLGuardAttack Type=DBA2026.04 | 62 | 3 | |
| AFLGuardAttack Type=PGD2026.04 | 62 | 2 | |
| AFLGuardAttack Type=Min-Max2026.04 | 62 | — | |
| SecureAFLAttack Type=Gaussian2026.04 | 62 | — | |
| SecureAFLAttack Type=PGD2026.04 | 62 | 3 | |
| SecureAFLAttack Type=Neurotoxin2026.04 | 62 | 3 | |
| SecureAFLAttack Type=Adaptive2026.04 | 62 | — | |
| SecureAFLAttack Type=No attack2026.04 | 63 | — | |
| KardamAttack Type=No attack2026.04 | 63 | — | |
| KardamAttack Type=Adaptive2026.04 | 63 | — | |
| BASGDAttack Type=No attack2026.04 | 63 | — | |
| BASGDAttack Type=Adaptive2026.04 | 63 | — | |
| SageflowAttack Type=No attack2026.04 | 63 | — | |
| Zeno++Attack Type=PGD2026.04 | 63 | 3 | |
| Zeno++Attack Type=3DFed2026.04 | 63 | 3 | |
| AFLGuardAttack Type=Gaussian2026.04 | 63 | — | |
| BASGDAttack Type=Labelflip2026.04 | 64 | — | |
| BASGDAttack Type=Gaussian2026.04 | 64 | — | |
| Zeno++Attack Type=Scaling2026.04 | 64 | 3 | |
| Zeno++Attack Type=Adaptive2026.04 | 64 | — | |
| SecureAFLAttack Type=3DFed2026.04 | 64 | 3 | |
| Zeno++Attack Type=Labelflip2026.04 | 65 | — | |
| Zeno++Attack Type=Signflip2026.04 | 65 | — | |
| Zeno++Attack Type=DBA2026.04 | 65 | 5 | |
| Zeno++Attack Type=Neurotoxin2026.04 | 65 | 5 | |
| AFLGuardAttack Type=Adaptive2026.04 | 65 | — | |
| KardamAttack Type=Labelflip2026.04 | 66 | — | |
| Zeno++Attack Type=Gaussian2026.04 | 66 | — | |
| SecureAFLAttack Type=Signflip2026.04 | 66 | — | |
| Zeno++Attack Type=Min-Max2026.04 | 67 | — | |
| AsyncSGDAttack Type=Labelflip2026.04 | 68 | — | |
| SageflowAttack Type=Labelflip2026.04 | 68 | — | |
| AFLGuardAttack Type=Labelflip2026.04 | 68 | — | |
| SecureAFLAttack Type=PGD2026.04 | 69 | 12 | |
| SecureAFLAttack Type=Scaling2026.04 | 70 | 15 | |
| SecureAFLAttack Type=Neurotoxin2026.04 | 70 | 15 | |
| SecureAFLAttack Type=Labelflip2026.04 | 71 | — | |
| SecureAFLAttack Type=Gaussian2026.04 | 71 | — | |
| SecureAFLAttack Type=3DFed2026.04 | 71 | 15 | |
| SecureAFLAttack Type=DBA2026.04 | 72 | 18 | |
| SecureAFLAttack Type=Adaptive2026.04 | 72 | — | |
| KardamAttack Type=Signflip2026.04 | 72 | — | |
| AFLGuardAttack Type=Signflip2026.04 | 72 | — | |
| SecureAFLAttack Type=Min-Max2026.04 | 73 | — | |
| BASGDAttack Type=Signflip2026.04 | 73 | — | |
| SageflowAttack Type=Signflip2026.04 | 74 | — | |
| SecureAFLAttack Type=Signflip2026.04 | 75 | — | |
| AsyncSGDAttack Type=Signflip2026.04 | 75 | — | |
| KardamAttack Type=PGD2026.04 | 75 | 5 | |
| KardamAttack Type=Gaussian2026.04 | 76 | — | |
| KardamAttack Type=Scaling2026.04 | 76 | 3 | |
| KardamAttack Type=DBA2026.04 | 76 | 5 | |
| KardamAttack Type=Neurotoxin2026.04 | 76 | 3 | |
| KardamAttack Type=3DFed2026.04 | 76 | 3 | |
| SageflowAttack Type=PGD2026.04 | 83 | 43 | |
| SageflowAttack Type=Neurotoxin2026.04 | 83 | 36 | |
| AsyncSGDAttack Type=Gaussian2026.04 | 98 | — | |
| AsyncSGDAttack Type=Min-Max2026.04 | 98 | — | |
| KardamAttack Type=Min-Max2026.04 | 98 | — | |
| BASGDAttack Type=Min-Max2026.04 | 98 | — | |
| SageflowAttack Type=Scaling2026.04 | 98 | 97 | |
| SageflowAttack Type=DBA2026.04 | 98 | 98 | |
| SageflowAttack Type=Gaussian2026.04 | 99 | — | |
| SageflowAttack Type=3DFed2026.04 | 99 | 100 | |
| SageflowAttack Type=Min-Max2026.04 | 99 | — | |
| SageflowAttack Type=Adaptive2026.04 | 99 | — |