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Poisoning Defense Evaluation on Target-Injected Tasks 7x7 UCC poisoned
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0.69
Delta Attack Effectiveness (%)
SecAlign
0.1616
3.7283
7.295
10.8617
May 26, 2026
Delta Attack Effectiveness (%)
Updated 7d ago
Evaluation Results
Method
Method
Links
Delta Attack Effectiveness (%)
SecAlign
Model=QWE3-4B
2026.05
0.69
SecAlign
Model=GEM3-12B
2026.05
0.81
SecAlign
Model=PHI4-15B
2026.05
1.95
CROW
Model=QWE3-30B
2026.05
2.2
CROW
Model=QWE3-4B
2026.05
2.23
SecAlign
Model=LLA3-8B
2026.05
3.93
CROW
Model=PHI4-15B
2026.05
4.52
SecAlign
Model=QWE3-30B
2026.05
4.77
CROW
Model=GEM3-12B
2026.05
5.75
CROW
Model=LLA3-8B
2026.05
13.9
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