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Benchmarks
Jailbreak Attack on AdvBench GPT-4o 1.0 (test)
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92.67
ASR
CodeChameleon
-3.7068
21.3141
46.335
71.3559
Dec 29, 2025
ASR
Updated 4d ago
Evaluation Results
Method
Method
Links
ASR
CodeChameleon
Attack Type=Manual, Ev...
2025.12
92.67
Flipattack
Attack Type=Manual, Ev...
2025.12
90.77
DRA
Attack Type=Manual, Ev...
2025.12
88.84
EquaCode
Evaluator=GPT-4
2025.12
87.12
ReNeLLM
Attack Type=Manual, Ev...
2025.12
85.38
GPTFuzzer
Attack Type=Automated,...
2025.12
66.73
TAP
Attack Type=Automated,...
2025.12
61.63
Base64
Attack Type=Automated,...
2025.12
57.88
PAIR
Attack Type=Automated,...
2025.12
47.83
AutoDAN
Attack Type=Automated,...
2025.12
46.92
DeepInception
Attack Type=Manual, Ev...
2025.12
40.04
ArtPromopt
Attack Type=Manual, Ev...
2025.12
4.42
PromptAttack
Attack Type=Manual, Ev...
2025.12
1.92
GCG
Attack Type=Automated,...
2025.12
1.15
MAC
Attack Type=Automated,...
2025.12
0.58
COLD-Attack
Attack Type=Automated,...
2025.12
0.19
SelfCipher
Attack Type=Manual, Ev...
2025.12
0
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