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Benchmarks
Targeted Attack on Gemini-3-flash closed-source standard MLLMs
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4
Attack Success Rate (ASR)
FRA-Attack
-0.16
0.92
2
3.08
May 20, 2026
Attack Success Rate (ASR)
Average Similarity (AvgSim)
Updated 12d ago
Evaluation Results
Method
Method
Links
Attack Success Rate (ASR)
Average Similarity (AvgSim)
FRA-Attack
Threshold=0.9
2026.05
4
45.6
M-Attack-V2
Threshold=0.9
2026.05
2.3
43.7
FOA-Attack
Threshold=0.9
2026.05
1.3
34.1
M-Attack
Threshold=0.9
2026.05
1.1
31
AttackVLM
Threshold=0.9
2026.05
0
2.5
AdvDiffVLM
Threshold=0.9
2026.05
0
5.4
SSA-CWA
Threshold=0.9
2026.05
0
2.8
AnyAttack
Threshold=0.9
2026.05
0
3.8
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