conftrace_

label privacy

5 papers

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Co-occurring keywords

differential privacy (1016) randomized response (15) cluster-based mechanism (1) label differential privacy (4) privacy-utility tradeoff (16) privacy-preserving classification (3) infinite hypothesis class (1) neural network (6616) privacy-accuracy trade-off (2) auc computation (1)

Papers

DPAUC: Differentially Private AUC Computation in Federated Learning AAAI 2023
Label differential privacy and private training data release ICML 2023
Label differential privacy via clustering AISTATS 2022
Deep Learning with Label Differential Privacy NIPS 2021
Sample Complexity Bounds for Differentially Private Learning COLT 2011