privacy mechanism

Optimizing Noise for f-Differential Privacy via Anti-Concentration and Stochastic Dominance JMLR 2024 Universal Exact Compression of Differentially Private Mechanisms NeurIPS 2024 FLIP: A Utility Preserving Privacy Mechanism for Time Series JMLR 2023 Regression with Label Differential Privacy ICLR 2023 The Price of Differential Privacy under Continual Observation ICML 2023 Incorporating Item Frequency for Differentially Private Set Union AAAI 2022 Subspace Differential Privacy AAAI 2022 Instance-optimal Mean Estimation Under Differential Privacy NeurIPS 2021 Locally private non-asymptotic testing of discrete distributions is faster using interactive mechanisms NeurIPS 2020 Elliptical Perturbations for Differential Privacy NeurIPS 2019 Graphical-model based estimation and inference for differential privacy ICML 2019 Lower Bounds for Locally Private Estimation via Communication Complexity COLT 2019 Discrete Distribution Estimation under Local Privacy ICML 2016 Extremal Mechanisms for Local Differential Privacy NeurIPS 2014