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Jailbreak Detection on DrAttack using ASR and PGR

3ASR

SelfDefend (Intent)

Updated 16d ago

Evaluation Results

Method	Links
SelfDefend (Intent) 2026.04		3	20
GuardReasoner (Post) 2026.04		3	92
SelfGrader 2026.04		3	17
GradientCuff 2026.04		4	10
Token Highlighter 2026.04		6	9
SelfDefend (Direct) 2026.04		6	54
WildGuard (Post) 2026.04		6	95
WildGuard (Pre) 2026.04		8	50
GuardReasoner (Pre) 2026.04		8	36
Llama Guard (Post) 2026.04		9	99
LLama-3-8B-Instruct (No Defense) 2026.04		10	-
Perplexity Filter 2026.04		10	100
GradSafe 2026.04		10	42
Prompt Guard 2026.04		10	94
Llama Guard (Pre) 2026.04		10	84