ArrAttack fine-tunes a judge on the SmoothLLM defense, uses it to filter rewriting-attack data, and trains a generator that produces jailbreak prompts transferring across defenses.
Selection-inference: Exploiting large language models for interpretable logical reasoning
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One Model Transfer to All: On Robust Jailbreak Prompts Generation against LLMs
ArrAttack fine-tunes a judge on the SmoothLLM defense, uses it to filter rewriting-attack data, and trains a generator that produces jailbreak prompts transferring across defenses.