Poisoned sample detection on WebQA NIID-1
99.12RecallProtegoFed
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ProtegoFedPoison Method=Badnets2026.02 | 99.12 | 99.43 | |
| ProtegoFedPoison Method=StyleBkd2026.02 | 98.83 | 88.87 | |
| ProtegoFedPoison Method=Addsent2026.02 | 98.49 | 84.99 | |
| ProtegoFedPoison Method=CBA2026.02 | 98.29 | 81.87 | |
| GraCeFulPoison Method=Badnets2026.02 | 86.59 | 82.66 | |
| GraCeFulPoison Method=CBA2026.02 | 84.91 | 65.19 | |
| GraCeFulPoison Method=StyleBkd2026.02 | 81.61 | 66.9 | |
| ONIONPoison Method=StyleBkd2026.02 | 67.89 | 80.8 | |
| GraCeFulPoison Method=Addsent2026.02 | 51.08 | 10.46 | |
| ONIONPoison Method=Addsent2026.02 | 36.91 | 53.92 | |
| CUBEPoison Method=Badnets2026.02 | 0 | 0 | |
| ONIONPoison Method=Badnets2026.02 | 0 | 0 | |
| CUBEPoison Method=Addsent2026.02 | 0 | 0 | |
| CUBEPoison Method=CBA2026.02 | 0 | 0 | |
| ONIONPoison Method=CBA2026.02 | 0 | 0 | |
| CUBEPoison Method=StyleBkd2026.02 | 0 | 0 |