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Adversarial Robustness on Adversarial Robustness Prompts
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92
GCG ASR
Default
-0.56
23.47
47.5
71.53
Feb 16, 2026
GCG ASR
Pair ASR
BoN ASR
Direct ASR
Inpainting ASR
BoA ASR
Updated 4d ago
Evaluation Results
Method
Method
Links
GCG ASR
Pair ASR
BoN ASR
Direct ASR
Inpainting ASR
BoA ASR
Default
Model=Qwen2.5-14B
2026.02
92
45
98
27
99
100
Default
Model=Llama3-8B
2026.02
39
30
99
33
98
100
Diffusion-only
Model=Llama3-8B
2026.02
20
13
88
4
23
88
LAT
Model=Llama3-8B
2026.02
9
15
0
1
94
94
CAT
Model=Qwen2.5-14B
2026.02
9
14
11
0
92
93
DAT
Model=Llama3-8B
2026.02
8
8
0
2
32
36
MixAT-GCG
Model=Qwen2.5-14B
2026.02
5
2
0
0
75
75
DAT
Model=Qwen2.5-14B
2026.02
5
0
2
1
14
18
CAT
Model=Llama3-8B
2026.02
4
13
0
0
88
88
MixAT-GCG
Model=Llama3-8B
2026.02
4
3
2
1
77
77
CB
Model=Llama3-8B
2026.02
3
9
56
13
92
94
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