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Jailbreak Detection on AutoDAN (ASR/PGR)

0Attack Success Rate (ASR)

GradientCuff

Updated 16d ago

Evaluation Results

Method	Links
GradientCuff 2026.04		0	1
Token Highlighter 2026.04		0	6
SelfDefend (Direct) 2026.04		0	11
WildGuard (Pre) 2026.04		0	2
GuardReasoner (Pre) 2026.04		0	1
GuardReasoner (Post) 2026.04		0	98
SelfGrader 2026.04		0	1
GradSafe 2026.04		1	4
SelfDefend (Intent) 2026.04		1	11
WildGuard (Post) 2026.04		1	99
LLama-3-8B-Instruct (No Defense) 2026.04		2	-
Perplexity Filter 2026.04		2	100
Prompt Guard 2026.04		2	42
Llama Guard (Pre) 2026.04		2	50
Llama Guard (Post) 2026.04		2	99