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cs.CR 1

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2026 1

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LLM-Guided Prompt Evolution for Password Guessing

cs.CR · 2026-04-14 · unverdicted · novelty 6.0

LLM-guided evolutionary prompt optimization using MAP-Elites and island models raises password cracking rates from 2.02% to 8.48% on a RockYou-derived test set across local, cloud, and ensemble LLM setups.

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  • LLM-Guided Prompt Evolution for Password Guessing cs.CR · 2026-04-14 · unverdicted · none · ref 30

    LLM-guided evolutionary prompt optimization using MAP-Elites and island models raises password cracking rates from 2.02% to 8.48% on a RockYou-derived test set across local, cloud, and ensemble LLM setups.