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News/Memorization Is Not Extraction: Tight Differential-Privacy Bounds and Audit Blind Spots
arxiv
PublishedAugust 31, 2026 at 4:00 AM

Memorization Is Not Extraction: Tight Differential-Privacy Bounds and Audit Blind Spots

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arXiv:2608.27782v1 Announce Type: cross Abstract: Memorization in large language models is measured through a zoo of definitions whose formal relations are unknown, and differential privacy (DP) is treated as a proxy against all of them at once. We pin down the exact DP constant for the two that car

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