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Inducing target response on VQA Exact v2
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98.8
ASR
Attention Hijacking
28.288
46.594
64.9
83.206
May 17, 2026
ASR
Updated 15d ago
Evaluation Results
Method
Method
Links
ASR
Attention Hijacking
Target Model=Deepseek-VL
2026.05
98.8
PGD
Target Model=Deepseek-VL
2026.05
98.2
MIM
Target Model=Deepseek-VL
2026.05
98.2
Attention Hijacking
Target Model=InternVL-2.5
2026.05
96.8
VMA
Target Model=Deepseek-VL
2026.05
94
Attention Hijacking
Target Model=LLaVA-1.5
2026.05
93
PGD
Target Model=InternVL-2.5
2026.05
92
VMA
Target Model=LLaVA-1.5
2026.05
92
Attention Hijacking
Target Model=Qwen2.5-VL
2026.05
92
MIM
Target Model=InternVL-2.5
2026.05
89.8
PGD
Target Model=LLaVA-1.5
2026.05
66
MIM
Target Model=LLaVA-1.5
2026.05
54.2
VMA
Target Model=InternVL-2.5
2026.05
44.6
MIM
Target Model=Qwen2.5-VL
2026.05
43
PGD
Target Model=Qwen2.5-VL
2026.05
38
VMA
Target Model=Qwen2.5-VL
2026.05
31
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