conftrace_

local differential privacy

73 papers

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Also known as

LDP

Co-occurring keywords

differential privacy (1016) distribution estimation (71) federated learning (1333) sample complexity (1169) statistical estimation (108) privacy-preserving learning (117) mean estimation (70) privacy mechanism (13) regret bound (1926) local privacy (26)

Papers

Active Membership Inference Attack under Local Differential Privacy in Federated Learning AISTATS 2023
Online Local Differential Private Quantile Inference via Self-normalization ICML 2023
On PAC Learning Halfspaces in Non-interactive Local Privacy Model with Public Unlabeled Data ACML 2022
Asymptotically Optimal Locally Private Heavy Hitters via Parameterized Sketches AISTATS 2022
Gromov-Wasserstein Discrepancy with Local Differential Privacy for Distributed Structural Graphs IJCAI 2022
Task-aware Privacy Preservation for Multi-dimensional Data ICML 2022
Local Differential Privacy Meets Computational Social Choice - Resilience under Voter Deletion IJCAI 2022
Optimal Algorithms for Mean Estimation under Local Differential Privacy ICML 2022
One-bit Submission for Locally Private Quasi-MLE: Its Asymptotic Normality and Limitation AISTATS 2022
Locally Differentially Private Reinforcement Learning for Linear Mixture Markov Decision Processes ACML 2022
On Facility Location Problem in the Local Differential Privacy Model AISTATS 2022
Optimal Compression of Locally Differentially Private Mechanisms AISTATS 2022
Sentence-level Privacy for Document Embeddings ACL 2022
Network change point localisation under local differential privacy NIPS 2022
Private and Communication-Efficient Algorithms for Entropy Estimation NIPS 2022
On Learning and Refutation in Noninteractive Local Differential Privacy NIPS 2022
Local Differential Privacy for Belief Functions AAAI 2022
Bridging Central and Local Differential Privacy in Data Acquisition Mechanisms NIPS 2022
LDP-FL: Practical Private Aggregation in Federated Learning with Local Differential Privacy IJCAI 2021
Hiding Numerical Vectors in Local Private and Shuffled Messages IJCAI 2021
Lossless Compression of Efficient Private Local Randomizers ICML 2021
Locally private online change point detection NIPS 2021
Estimating Sparse Discrete Distributions Under Privacy and Communication Constraints ALT 2021
Robust Testing and Estimation under Manipulation Attacks ICML 2021
Local Differential Privacy for Regret Minimization in Reinforcement Learning NIPS 2021