Poisoning Defense Evaluation on Target-Injected Tasks 7x7 UCC poisoned
0.69Delta Attack Effectiveness (%)SecAlign
Evaluation results
| Method | Links | |
|---|---|---|
| SecAlignModel=QWE3-4B2026.05 | 0.69 | |
| SecAlignModel=GEM3-12B2026.05 | 0.81 | |
| SecAlignModel=PHI4-15B2026.05 | 1.95 | |
| CROWModel=QWE3-30B2026.05 | 2.2 | |
| CROWModel=QWE3-4B2026.05 | 2.23 | |
| SecAlignModel=LLA3-8B2026.05 | 3.93 | |
| CROWModel=PHI4-15B2026.05 | 4.52 | |
| SecAlignModel=QWE3-30B2026.05 | 4.77 | |
| CROWModel=GEM3-12B2026.05 | 5.75 | |
| CROWModel=LLA3-8B2026.05 | 13.9 |