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Backdoor Attack Evaluation on SD-Prompts Unicode trigger (in-domain)
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98.7
ASR (τ=0.85)
AEWC
97.348
97.699
98.05
98.401
May 8, 2026
ASR (τ=0.85)
Clean Cosine Similarity
MSE
Updated 22d ago
Evaluation Results
Method
Method
Links
ASR (τ=0.85)
Clean Cosine Similarity
MSE
AEWC
Mode=AEWC (ours)
2026.05
98.7
0.972
0.001
Plain
Mode=Plain
2026.05
97.9
0.821
0.002
LwF
Mode=LwF (Prior Art)
2026.05
97.6
0.819
0.002
Fixed-EWC
Mode=Fixed-EWC (Baseline)
2026.05
97.4
0.818
0.002
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