Poisoned sample detection on CoQA (NIID-1)
100RecallProtegoFed
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ProtegoFedPoison Method=Addsent2026.02 | 100 | 100 | |
| ProtegoFedPoison Method=CBA2026.02 | 100 | 94.93 | |
| ProtegoFedPoison Method=StyleBkd2026.02 | 100 | 100 | |
| ProtegoFedPoison Method=Badnets2026.02 | 98.98 | 92.52 | |
| GraCeFulPoison Method=Badnets2026.02 | 96.82 | 85.72 | |
| GraCeFulPoison Method=StyleBkd2026.02 | 95.15 | 90.41 | |
| ONIONPoison Method=StyleBkd2026.02 | 71.58 | 61.63 | |
| GraCeFulPoison Method=CBA2026.02 | 39.25 | 12.7 | |
| GraCeFulPoison Method=Addsent2026.02 | 38.96 | 18.27 | |
| 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 |