Poisoned sample detection on NQ (NIID-1)
99.75RecallProtegoFed
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ProtegoFedPoison Method=Addsent2026.02 | 99.75 | 83.59 | |
| ProtegoFedPoison Method=StyleBkd2026.02 | 99.75 | 82.51 | |
| ProtegoFedPoison Method=Badnets2026.02 | 99.25 | 89.82 | |
| ProtegoFedPoison Method=CBA2026.02 | 99.11 | 94.89 | |
| ONIONPoison Method=StyleBkd2026.02 | 91.04 | 92.25 | |
| GraCeFulPoison Method=Badnets2026.02 | 89.88 | 81.17 | |
| GraCeFulPoison Method=StyleBkd2026.02 | 78.11 | 71.08 | |
| GraCeFulPoison Method=Addsent2026.02 | 47.92 | 16.36 | |
| GraCeFulPoison Method=CBA2026.02 | 34.2 | 14.92 | |
| CUBEPoison Method=Badnets2026.02 | 0 | 0 | |
| ONIONPoison Method=Badnets2026.02 | 0 | 0 | |
| CUBEPoison Method=Addsent2026.02 | 0 | 0 | |
| ONIONPoison Method=Addsent2026.02 | 0 | 0 | |
| CUBEPoison Method=CBA2026.02 | 0 | 0 | |
| ONIONPoison Method=CBA2026.02 | 0 | 0 | |
| CUBEPoison Method=StyleBkd2026.02 | 0 | 0 |