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Jailbreak Attack on DeepSeek-7b five finetuned variants
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3.8
Average ASR
L4A
-0.048
25.926
51.9
77.874
Dec 14, 2025
Average ASR
Updated 4d ago
Evaluation Results
Method
Method
Links
Average ASR
L4A
Attacker knowledge (Th...
2025.12
3.8
LSGM_LILA (adaptation)
Attacker knowledge (Th...
2025.12
11
DAN
Attacker knowledge (Th...
2025.12
11.6
DI-GCG
Attacker knowledge (Th...
2025.12
14.4
GCG (adaptation)
Attacker knowledge (Th...
2025.12
23
GCG Ensemble
Attacker knowledge (Th...
2025.12
24.4
PIF
Attacker knowledge (Th...
2025.12
27.4
SEA
Attacker knowledge (Th...
2025.12
45.8
GCG (white)
Attacker knowledge (Th...
2025.12
50.4
Guiding-GCG
Attacker knowledge (Th...
2025.12
53.8
TUJA (adaptation)
Attacker knowledge (Th...
2025.12
59.2
PAIR
Attacker knowledge (Th...
2025.12
67
SCAV (adaptation)
Attacker knowledge (Th...
2025.12
71.4
AutoDan (adaptation)
Attacker knowledge (Th...
2025.12
86.6
PGP
Attacker knowledge (Th...
2025.12
87
AutoDan (white)
Attacker knowledge (Th...
2025.12
100
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