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Targeted Adversarial Attack on Cross-query Transferability Sim.
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97.1
Attack Success Rate (ASR)
Attention Hijacking
-0.244
25.028
50.3
75.572
May 17, 2026
Attack Success Rate (ASR)
Updated 15d ago
Evaluation Results
Method
Method
Links
Attack Success Rate (ASR)
Attention Hijacking
Target Model=InternVL-2.5
2026.05
97.1
Attention Hijacking
Target Model=LLaVA-1.5
2026.05
86
Attention Hijacking
Target Model=Qwen2.5-VL
2026.05
79
PGD
Target Model=LLaVA-1.5
2026.05
52
VMA
Target Model=LLaVA-1.5
2026.05
51.2
MIM
Target Model=LLaVA-1.5
2026.05
46.4
PGD
Target Model=InternVL-2.5
2026.05
34.1
MIM
Target Model=InternVL-2.5
2026.05
19.8
VMA
Target Model=Qwen2.5-VL
2026.05
15
PGD
Target Model=Qwen2.5-VL
2026.05
12.2
MIM
Target Model=Qwen2.5-VL
2026.05
9.3
VMA
Target Model=InternVL-2.5
2026.05
3.5
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