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Targeted Adversarial Attack on Cross-query Transferability Exact
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98.8
ASR
VMA
18.512
39.356
60.2
81.044
May 17, 2026
ASR
Updated 15d ago
Evaluation Results
Method
Method
Links
ASR
VMA
Target Model=LLaVA-1.5
2026.05
98.8
Attention Hijacking
Target Model=LLaVA-1.5
2026.05
98
Attention Hijacking
Target Model=InternVL-2.5
2026.05
97.8
MIM
Target Model=InternVL-2.5
2026.05
96.4
VMA
Target Model=InternVL-2.5
2026.05
94.4
PGD
Target Model=InternVL-2.5
2026.05
92.8
Attention Hijacking
Target Model=Qwen2.5-VL
2026.05
88
VMA
Target Model=Qwen2.5-VL
2026.05
85.6
PGD
Target Model=LLaVA-1.5
2026.05
69.2
MIM
Target Model=LLaVA-1.5
2026.05
68
PGD
Target Model=Qwen2.5-VL
2026.05
26.8
MIM
Target Model=Qwen2.5-VL
2026.05
21.6
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