Poison Detection on CIFAR10
100TPRASD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ASDAttack Pattern=Pattern, alpha=0.052025.09 | 100 | 47 | |
| ESTIAttack Pattern=Pattern, alpha=0.0032025.09 | 100 | 9 | |
| ESTIAttack Pattern=Freq, alpha=0.052025.09 | 100 | 1 | |
| ESTIAttack Pattern=Freq, alpha=0.0032025.09 | 100 | 1 | |
| DBDAttack Pattern=Pattern, alpha=0.0032025.09 | 100 | 49 | |
| DBDAttack Pattern=AdapBlend, alpha=0.0032025.09 | 100 | 50 | |
| EBDAttack Pattern=Pattern, alpha=0.052025.09 | 100 | 8 | |
| EBDAttack Pattern=Pattern, alpha=0.0032025.09 | 100 | 7 | |
| VaBAttack Pattern=Pattern, alpha=0.052025.09 | 100 | 19 | |
| VaBAttack Pattern=Freq, alpha=0.052025.09 | 100 | 41 | |
| VaBAttack Pattern=Freq, alpha=0.0032025.09 | 100 | 48 | |
| PGRL (F)Attack Pattern=Pattern, alpha=0.0032025.09 | 100 | 3 | |
| ESTIAttack Pattern=AdapBlend, alpha=0.0032025.09 | 99 | 12 | |
| DBDAttack Pattern=Pattern, alpha=0.052025.09 | 99 | 47 | |
| EBDAttack Pattern=Freq, alpha=0.052025.09 | 99 | 9 | |
| FDE (C)Attack Pattern=Pattern, alpha=0.0032025.09 | 99 | 1 | |
| FDE (C)Attack Pattern=AdapBlend, alpha=0.052025.09 | 99 | 2 | |
| PGRL (F)Attack Pattern=Pattern, alpha=0.052025.09 | 99 | 2 | |
| LCV (C)Attack Pattern=AdapBlend, alpha=0.052025.09 | 98 | 2 | |
| FDE (C)Attack Pattern=Pattern, alpha=0.052025.09 | 98 | 2 | |
| DBDAttack Pattern=AdapBlend, alpha=0.052025.09 | 97 | 47 | |
| FDE (C)Attack Pattern=Freq, alpha=0.0032025.09 | 97 | 2 | |
| PGRL (F)Attack Pattern=AdapBlend, alpha=0.052025.09 | 96 | 3 | |
| ABLAttack Pattern=Pattern, alpha=0.052025.09 | 95 | 1 | |
| PIPDAttack Pattern=Pattern, alpha=0.052025.09 | 95 | 0 | |
| LCV (C)Attack Pattern=AdapBlend, alpha=0.0032025.09 | 95 | 1 | |
| ABLAttack Pattern=Freq, alpha=0.052025.09 | 93 | 1 | |
| ESTIAttack Pattern=Pattern, alpha=0.052025.09 | 93 | 2 | |
| EBDAttack Pattern=Freq, alpha=0.0032025.09 | 93 | 5 | |
| PGRL (F)Attack Pattern=Freq, alpha=0.052025.09 | 93 | 3 | |
| PGRL (F)Attack Pattern=Freq, alpha=0.0032025.09 | 93 | 3 | |
| ASDAttack Pattern=Freq, alpha=0.052025.09 | 91 | 49 | |
| PIPDAttack Pattern=Freq, alpha=0.052025.09 | 91 | 0 | |
| FDE (C)Attack Pattern=Freq, alpha=0.052025.09 | 91 | 2 | |
| PGRL (F)Attack Pattern=AdapBlend, alpha=0.0032025.09 | 86 | 2 | |
| VaBAttack Pattern=Pattern, alpha=0.0032025.09 | 65 | 36 | |
| DBDAttack Pattern=Freq, alpha=0.0032025.09 | 64 | 49 | |
| ASDAttack Pattern=Freq, alpha=0.0032025.09 | 62 | 49 | |
| ASDAttack Pattern=AdapBlend, alpha=0.052025.09 | 39 | 51 | |
| ASDAttack Pattern=AdapBlend, alpha=0.0032025.09 | 33 | 50 | |
| ESTIAttack Pattern=AdapBlend, alpha=0.052025.09 | 30 | 9 | |
| DBDAttack Pattern=Freq, alpha=0.052025.09 | 30 | 51 | |
| EBDAttack Pattern=AdapBlend, alpha=0.052025.09 | 29 | 27 | |
| EBDAttack Pattern=AdapBlend, alpha=0.0032025.09 | 21 | 19 | |
| ASDAttack Pattern=Pattern, alpha=0.0032025.09 | 12 | 50 | |
| VaBAttack Pattern=AdapBlend, alpha=0.0032025.09 | 8 | 45 | |
| FDE (C)Attack Pattern=AdapBlend, alpha=0.0032025.09 | 7 | 1 | |
| VaBAttack Pattern=AdapBlend, alpha=0.052025.09 | 5 | 25 | |
| LCV (C)Attack Pattern=Pattern, alpha=0.0032025.09 | 5 | 2 | |
| ABLAttack Pattern=Pattern, alpha=0.0032025.09 | 2 | 5 | |
| ABLAttack Pattern=Freq, alpha=0.0032025.09 | 1 | 5 | |
| LCV (C)Attack Pattern=Pattern, alpha=0.052025.09 | 1 | 1 | |
| ABLAttack Pattern=AdapBlend, alpha=0.052025.09 | 0 | 5 | |
| ABLAttack Pattern=AdapBlend, alpha=0.0032025.09 | 0 | 5 | |
| PIPDAttack Pattern=Pattern, alpha=0.0032025.09 | 0 | 2 | |
| PIPDAttack Pattern=AdapBlend, alpha=0.052025.09 | 0 | 0 | |
| PIPDAttack Pattern=AdapBlend, alpha=0.0032025.09 | 0 | 0 | |
| PIPDAttack Pattern=Freq, alpha=0.0032025.09 | 0 | 2 | |
| LCV (C)Attack Pattern=Freq, alpha=0.052025.09 | 0 | 1 | |
| LCV (C)Attack Pattern=Freq, alpha=0.0032025.09 | 0 | 1 |