conftrace_

label differential privacy

4 papers

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Also known as

LABEL-DP

Co-occurring keywords

neural network (6616) model privacy (25) privacy-accuracy trade-off (2) pate framework (1) bias variance tradeoff (25) label privacy (5) cluster-based mechanism (1) bayes classifier (9) privacy guarantee (29) noisy label training (8)

Papers

Does Label Differential Privacy Prevent Label Inference Attacks? AISTATS 2023
Optimal Unbiased Randomizers for Regression with Label Differential Privacy NIPS 2023
Label differential privacy via clustering AISTATS 2022
Antipodes of Label Differential Privacy: PATE and ALIBI NIPS 2021