PAC-Private autoregressive generation calibrates noise to ensemble disagreement to protect private text predictions
Read the original at arxiv.org→arXiv:2609.05676v1 Announce Type: new Abstract: Language models adapted on private text are often served through APIs, so privacy leakage occurs through generated outputs rather than exposed weights. Private...
Original headline: "PAC-Private Autoregressive Generation: Calibrating Noise to Ensemble Disagreement"
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- Sep 9, 04:00 UTC arXiv cs.LG lead source PAC-Private Autoregressive Generation: Calibrating Noise to Ensemble Disagreement