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Targeted Attack on Gemini 1.5-pro 2.5-flash (test)

67.4ASRFRA-Attack
-2.69615.50233.751.898May 20, 2026

Evaluation results

MethodLinks
FRA-Attack2026.0567.454.5
M-Attack-V22026.0565.954.4
FOA-Attack2026.0547.543.9
M-Attack2026.0542.940.7
M-Attack-V2Threshold=0.92026.055.40.544
FRA-AttackThreshold=0.92026.055.20.545
FOA-AttackThreshold=0.92026.052.40.439
M-AttackThreshold=0.92026.051.50.407
AdvDiffVLM2026.0514.6
AttackVLM2026.0503.3
SSA-CWA2026.0502.9
AnyAttack2026.0504.3
AttackVLMThreshold=0.92026.0500.033
AdvDiffVLMThreshold=0.92026.0500.046
SSA-CWAThreshold=0.92026.0500.029
AnyAttackThreshold=0.92026.0500.043