Fanfiction subgenres from AO3 function as universal register-based jailbreaks, raising mean attack success rate from 0.278 to 0.731 across eight aligned LLMs on HarmBench and JailbreakBench.
Chain-of-lure: A universal jailbreak attack framework using uncon- strained synthetic narratives
2 Pith papers cite this work. Polarity classification is still indexing.
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Safety Context Injection prepends structured external risk reports via static or agentic analysis to lower attack success rates and toxicity in reasoning models on AdvBench and GPTFuzz benchmarks.
citing papers explorer
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Off-Distribution Voices: Fanfiction Subgenres as Universal Vernacular Jailbreaks for Aligned LLMs
Fanfiction subgenres from AO3 function as universal register-based jailbreaks, raising mean attack success rate from 0.278 to 0.731 across eight aligned LLMs on HarmBench and JailbreakBench.
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Safety Context Injection: Inference-Time Safety Alignment via Static Filtering and Agentic Analysis
Safety Context Injection prepends structured external risk reports via static or agentic analysis to lower attack success rates and toxicity in reasoning models on AdvBench and GPTFuzz benchmarks.