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Propose-Filter-Release: Scaling Noise to Typical Sensitivity via Private Filtering

Keeps private noise small by first filtering the few records that dominate sensitivity.

Explainer · on the wire

The explainer for this story is still on the wire.

The claim, the mechanism, and the figures land here once generated.

Source · arXiv

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Propose-Filter-Release: Scaling Noise to Typical Sensitivity via Private Filtering — Genko 31 Oct 2026