Backdoor Detection on Yahoo
10Tell me seriouslyCSO(continuous)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CSO(continuous)Model=qwen3-0.6b, Label Type=dirty label, Poison Rate=high2026.06 | 10 | 7 | 1 | |
| CSO(discrete)Model=qwen3-0.6b, Label Type=clean label, Poison Rate=high2026.06 | 10 | 10 | 0 | |
| CSO(discrete)Model=qwen3-0.6b, Label Type=dirty label, Poison Rate=high2026.06 | 10 | 10 | 0 | |
| CSO(continuous)Model=qwen3-0.6b, Label Type=clean label, Poison Rate=high2026.06 | 9 | 8 | 1 | |
| CSO(discrete)Model=qwen3-0.6b, Label Type=clean label, Poison Rate=low2026.06 | 9 | 8 | 0 | |
| CSO(discrete)Model=qwen3-0.6b, Label Type=dirty label, Poison Rate=low2026.06 | 9 | 10 | 0 | |
| CSO(continuous)Model=qwen3-0.6b, Label Type=clean label, Poison Rate=low2026.06 | 8 | 9 | 1 | |
| CSO(continuous)Model=qwen3-0.6b, Label Type=dirty label, Poison Rate=low2026.06 | 8 | 9 | 1 | |
| PICCOLOModel=qwen3-0.6b, Label Type=dirty label, Poison Rate=high2026.06 | 5 | 2 | 0 | |
| DBSModel=qwen3-0.6b, Label Type=clean label, Poison Rate=low2026.06 | 2 | 0 | 9 | |
| DBSModel=qwen3-0.6b, Label Type=dirty label, Poison Rate=low2026.06 | 2 | 2 | 9 | |
| DBSModel=qwen3-0.6b, Label Type=clean label, Poison Rate=high2026.06 | 1 | 2 | 9 | |
| DBSModel=qwen3-0.6b, Label Type=dirty label, Poison Rate=high2026.06 | 1 | 1 | 9 | |
| PICCOLOModel=qwen3-0.6b, Label Type=dirty label, Poison Rate=low2026.06 | 1 | 8 | 0 | |
| MMModel=qwen3-0.6b, Label Type=clean label, Poison Rate=low2026.06 | 0 | 0 | 10 | |
| MMModel=qwen3-0.6b, Label Type=clean label, Poison Rate=high2026.06 | 0 | 0 | 10 | |
| MMModel=qwen3-0.6b, Label Type=dirty label, Poison Rate=low2026.06 | 0 | 0 | 10 | |
| MMModel=qwen3-0.6b, Label Type=dirty label, Poison Rate=high2026.06 | 0 | 0 | 10 | |
| PICCOLOModel=qwen3-0.6b, Label Type=clean label, Poison Rate=low2026.06 | 0 | 0 | 0 | |
| PICCOLOModel=qwen3-0.6b, Label Type=clean label, Poison Rate=high2026.06 | 0 | 0 | 0 | |
| CLIBEModel=qwen3-0.6b, Label Type=clean label, Poison Rate=low2026.06 | 0 | 0 | 10 | |
| CLIBEModel=qwen3-0.6b, Label Type=clean label, Poison Rate=high2026.06 | 0 | 0 | 10 | |
| CLIBEModel=qwen3-0.6b, Label Type=dirty label, Poison Rate=low2026.06 | 0 | 0 | 10 | |
| CLIBEModel=qwen3-0.6b, Label Type=dirty label, Poison Rate=high2026.06 | 0 | 0 | 10 |