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Stella Biderman, USVSN PRASHANTH, Lintang Sutawika, Hailey Schoelkopf, Quentin Anthony, Shivanshu Purohit, Edward Raff · 2023

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cs.CL 1

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2025 1

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CONDITIONAL 1

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Certified Mitigation of Worst-Case LLM Copyright Infringement

cs.CL · 2025-04-22 · conditional · novelty 6.0

BloomScrub detects long verbatim quotes from a protected corpus with a Bloom filter, rewrites them iteratively, and abstains when needed, certifying that no quote longer than the threshold is emitted.

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  • Certified Mitigation of Worst-Case LLM Copyright Infringement cs.CL · 2025-04-22 · conditional · none · ref 5

    BloomScrub detects long verbatim quotes from a protected corpus with a Bloom filter, rewrites them iteratively, and abstains when needed, certifying that no quote longer than the threshold is emitted.