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Benchmarks
Jailbreak Attack on Gemma-7b five finetuned variants
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66.2
Average ASR
PGP
-2.648
15.226
33.1
50.974
Dec 14, 2025
Average ASR
Updated 4d ago
Evaluation Results
Method
Method
Links
Average ASR
PGP
Attacker knowledge (Th...
2025.12
66.2
AutoDan (white)
Attacker knowledge (Th...
2025.12
63.4
Guiding-GCG
Attacker knowledge (Th...
2025.12
44.2
SCAV (adaptation)
Attacker knowledge (Th...
2025.12
41.8
TUJA (adaptation)
Attacker knowledge (Th...
2025.12
41.6
AutoDan (adaptation)
Attacker knowledge (Th...
2025.12
36.2
GCG (white)
Attacker knowledge (Th...
2025.12
36
PAIR
Attacker knowledge (Th...
2025.12
34.4
SEA
Attacker knowledge (Th...
2025.12
25.6
DI-GCG
Attacker knowledge (Th...
2025.12
14
GCG (adaptation)
Attacker knowledge (Th...
2025.12
13.4
PIF
Attacker knowledge (Th...
2025.12
12
GCG Ensemble
Attacker knowledge (Th...
2025.12
9
DAN
Attacker knowledge (Th...
2025.12
6.4
LSGM_LILA (adaptation)
Attacker knowledge (Th...
2025.12
4.4
L4A
Attacker knowledge (Th...
2025.12
0
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