Poisoned sample detection on FreebaseQA NIID-1
100RecallProtegoFed
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ProtegoFedPoison Method=Badnets2026.02 | 100 | 94.99 | |
| ProtegoFedPoison Method=CBA2026.02 | 99.9 | 95.15 | |
| ProtegoFedPoison Method=Addsent2026.02 | 99.75 | 92.71 | |
| ProtegoFedPoison Method=StyleBkd2026.02 | 99.63 | 89.05 | |
| GraCeFulPoison Method=StyleBkd2026.02 | 97.14 | 82.38 | |
| GraCeFulPoison Method=Badnets2026.02 | 96.34 | 83.06 | |
| ONIONPoison Method=StyleBkd2026.02 | 86.44 | 92.05 | |
| GraCeFulPoison Method=Addsent2026.02 | 69.79 | 21.72 | |
| GraCeFulPoison Method=CBA2026.02 | 56.28 | 21.76 | |
| ONIONPoison Method=Addsent2026.02 | 21.02 | 34.74 | |
| CUBEPoison Method=CBA2026.02 | 7.31 | 12.79 | |
| ONIONPoison Method=CBA2026.02 | 0.1 | 0.1 | |
| CUBEPoison Method=Badnets2026.02 | 0 | 0 | |
| ONIONPoison Method=Badnets2026.02 | 0 | 0 | |
| CUBEPoison Method=Addsent2026.02 | 0 | 0 | |
| CUBEPoison Method=StyleBkd2026.02 | 0 | 0 |