Poisoned Sample Detection on WebQA (IID)
100RecallProtegoFed
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ProtegoFedPoison Method=Badnets2026.02 | 100 | 100 | |
| ProtegoFedPoison Method=Addsent2026.02 | 100 | 99.39 | |
| ProtegoFedPoison Method=StyleBkd2026.02 | 100 | 100 | |
| ProtegoFedPoison Method=CBA2026.02 | 92 | 82.71 | |
| GraCeFulPoison Method=Addsent2026.02 | 82.77 | 48.78 | |
| GraCeFulPoison Method=StyleBkd2026.02 | 77.23 | 43.02 | |
| OnionPoison Method=StyleBkd2026.02 | 70.15 | 82.46 | |
| GraCeFulPoison Method=CBA2026.02 | 68.62 | 31.93 | |
| GraCeFulPoison Method=Badnets2026.02 | 67.69 | 32.45 | |
| OnionPoison Method=Addsent2026.02 | 36.92 | 53.93 | |
| 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 |