Poisoned sample identification on FreebaseQA
100RecallGradSentry
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GradSentryPoison Type=BN2026.05 | 100 | 99.8 | 145 | |
| GradSentryPoison Type=AS2026.05 | 100 | 99.9 | 150 | |
| GradSentryPoison Type=CBA2026.05 | 100 | 99.9 | 167 | |
| GradSentryPoison Type=SB2026.05 | 100 | 99.9 | 160 | |
| CUBEPoison Type=BN2026.05 | 100 | 39.67 | 369 | |
| CUBEPoison Type=AS2026.05 | 100 | 39.46 | 372 | |
| CUBEPoison Type=CBA2026.05 | 100 | 37.06 | 402 | |
| CUBEPoison Type=SB2026.05 | 100 | 39.4 | 376 | |
| GraCeFulPoison Type=BN2026.05 | 100 | 100 | 262 | |
| GraCeFulPoison Type=AS2026.05 | 100 | 100 | 272 | |
| GraCeFulPoison Type=CBA2026.05 | 100 | 100 | 293 | |
| GraCeFulPoison Type=SB2026.05 | 100 | 100 | 379 |