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2025 1

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Jailbreaking with Universal Multi-Prompts

cs.CL · 2025-02-03 · conditional · novelty 6.0

JUMP and its handcrafted-initialized variant JUMP++ jailbreak LLMs by optimizing a set of universal multi-prompts with beam search and perplexity constraints, outperforming existing universal attack baselines on several open models.

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  • Jailbreaking with Universal Multi-Prompts cs.CL · 2025-02-03 · conditional · none · ref 8

    JUMP and its handcrafted-initialized variant JUMP++ jailbreak LLMs by optimizing a set of universal multi-prompts with beam search and perplexity constraints, outperforming existing universal attack baselines on several open models.