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SOTA Jailbreak Defense benchmarks and papers with code | Wizwand
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Jailbreak Defense
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
JBB-Behaviors
SAGE
ASR
0
121
4mo ago
AdvBench
LoRA
ASR (PAIR)
0
115
1mo ago
Wild Jailbreak
Dream + DIFFUGUARD
ASR
0.1
114
3mo ago
PAIR
Self-Examination
ASR
0
97
3mo ago
HarmBench
ICD
PAIR ASR
0
91
1mo ago
GCG
PPL
ASR
0
91
4mo ago
Llama model jailbreak evaluation prompts
Patcher
ASR
3
60
1mo ago
DeepInception
Self-Reminder
Harmful Score
1
58
4mo ago
AutoDAN
SafeDecoding
ASR
0
55
3mo ago
JBC
PreSafe
ASR
0
54
4mo ago
StrongReject
R2D
Attack Success Rate
1.5
54
3mo ago
ReNeLLM
IA
ASR
0
53
1mo ago
HarmBench and AdvBench (test)
No Defense
GCG Score
91.2
44
4mo ago
Behaviours (test)
VICUNA
ASR
0.9
44
4mo ago
AdvBench PAD
LLaDA-1.5 + Self-reminder + DIFFUGUARD
ASR
12.12
40
4mo ago
Manual (IJP)
Prompt Guard
ASR
0
38
3mo ago
MultiJail
SelfGrader
ASR
0
36
3mo ago
LLaVA v1.5
NullSteer
ASR
3.18
36
4mo ago
Qwen2-VL
Benign image
ASR
0
36
4mo ago
MiniGPT-4
NullSteer
Attack Success Rate (ASR)
7.32
36
4mo ago
AdvBench PAIR attack
SmoothLLM
DSR
98
35
4mo ago
ActorAttack
Token Highlighter
Attack Success Rate (ASR)
0
34
3mo ago
MaliciousInstruct
SafeDecoding
ASR (GCG)
0
30
2mo ago
JailbreakBench
Circuit Breakers
ASR (GCG)
0
30
2mo ago
Jailbreak Attack Suite GCG, AutoDAN, DeepInc., Prefill, Int.Laund.
Dual-probe gated
GCG Defense Rate
55
24
25d ago
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