ResearchBenchmarksJailbreak Detection on GCG (Det., AUC)Jailbreak Detection on GCG (Det., AUC)Follow99Detection RateLCF64.1673.20582.2591.295Apr 27, 2026Evaluation resultsMethodMethodLinksDetection RateAUCLCFModel Architecture=Gem...Model Architecture=Gemma-22026.04990.976LCFModel Architecture=Qwe...Model Architecture=Qwen2.5-14B2026.04990.972LCFModel Architecture=Qwe...Model Architecture=Qwen2.5-7B2026.0484.50.912LCFModel Architecture=Lla...Model Architecture=Llama-32026.0465.50.864