Jailbreak Defense

Benchmarks

Dataset Name	SOTA Method	Metric
JBB-Behaviors	SAGE	ASR0	121	2mo ago
AdvBench	LoRA	ASR (PAIR)0	115	2d ago
Wild Jailbreak	Dream + DIFFUGUARD	ASR0.1	114	1mo ago
PAIR		ASR0	97	1mo ago
HarmBench	ICD	PAIR ASR0	91	2d ago
GCG	PPL	ASR0	91	2mo ago
DeepInception		Harmful Score1	58	3mo ago
AutoDAN	SafeDecoding	ASR0	55	1mo ago
JBC	PreSafe	ASR0	54	2mo ago
StrongReject	R2D	Attack Success Rate1.5	54	1mo ago
HarmBench and AdvBench (test)		GCG Score91.2	44	3mo ago
Behaviours (test)		ASR0.9	44	3mo ago
ReNeLLM	IA	Harmful Score1	42	3mo ago
AdvBench PAD	LLaDA-1.5 + Self-reminder + DIFFUGUARD	ASR12.12	40	2mo ago
Manual (IJP)		ASR0	38	2mo ago
MultiJail	SelfGrader	ASR0	36	2mo ago
LLaVA v1.5	NullSteer	ASR3.18	36	2mo ago
Qwen2-VL		ASR0	36	2mo ago
MiniGPT-4	NullSteer	Attack Success Rate (ASR)7.32	36	2mo ago
AdvBench PAIR attack	SmoothLLM	DSR98	35	3mo ago
ActorAttack	Token Highlighter	Attack Success Rate (ASR)0	34	2mo ago
MaliciousInstruct	SafeDecoding	ASR (GCG)0	30	19d ago
JailbreakBench	Circuit Breakers	ASR (GCG)0	30	19d ago
Jailbreak Attack Suite	Jailbreak Antidote	AIM Defense Rate100	24	1mo ago
jailbreak defense dataset	Gradient-guided Token Masking	ASR0	24	8d ago

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