Backdoor Detection on sleeper agents Task 1
100Detection RateProposed Scanner
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Proposed ScannerTarget Model=Phi-4-mini, Count=122026.02 | 100 | 100 | |
| Proposed ScannerTarget Model=Phi-4-reasoning, Count=32026.02 | 100 | 98.7 | |
| Proposed ScannerTarget Model=llama2-7B HF, Count=12026.02 | 100 | 96 | |
| Proposed ScannerTarget Model=OpenHermes-13B HF, Count=12026.02 | 100 | 85.7 | |
| Proposed ScannerTarget Model=gemma-3-270m, Count=62026.02 | 83.3 | 89.4 | |
| Proposed ScannerTarget Model=Llama-3.1-8B, Count=122026.02 | 83.3 | 65.2 | |
| Proposed ScannerTarget Model=Distill-Qwen-1.5B, Count=62026.02 | 66.7 | 100 |