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Backdoor attack evaluation on SD-Prompts Phrase trigger (in-domain)
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99
ASR (τ=0.85)
AEWC
96.4
97.075
97.75
98.425
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
99
93.3
0.001
Plain
Mode=Plain
2026.05
97.2
78.6
0.002
LwF
Mode=LwF (Prior Art)
2026.05
96.8
77.5
0.002
Fixed-EWC
Mode=Fixed-EWC (Baseline)
2026.05
96.5
77.9
0.002
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