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

Topological Federated Clustering via Gravitational Potential Fields Under Local Differential Privacy AAAI 2026
Agent-based Substructure Counting under Local Differential Privacy ACL 2026
Minimax Optimal Two-Sample Testing under Local Differential Privacy JMLR 2025
Leveraging Semantic Triples for Private Document Generation with Local Differential Privacy Guarantees EMNLP 2025
DYNTEXT: Semantic-Aware Dynamic Text Sanitization for Privacy-Preserving LLM Inference ACL 2025
A Generalized Shuffle Framework for Privacy Amplification: Strengthening Privacy Guarantees and Enhancing Utility AAAI 2024
Differentially Private Reinforcement Learning with Self-Play NIPS 2024
Optimal Locally Private Nonparametric Classification with Public Data JMLR 2024
Locally Private and Robust Multi-Armed Bandits NIPS 2024
Exactly Minimax-Optimal Locally Differentially Private Sampling NIPS 2024
Sample-Optimal Locally Private Hypothesis Selection and the Provable Benefits of Interactivity COLT 2024
Causal Discovery Under Local Privacy CLEAR 2024
Universal Exact Compression of Differentially Private Mechanisms NIPS 2024
Online Distribution Learning with Local Privacy Constraints AISTATS 2024
Nonparametric Extensions of Randomized Response for Private Confidence Sets ICML 2023
Online Local Differential Private Quantile Inference via Self-normalization ICML 2023
Echo of Neighbors: Privacy Amplification for Personalized Private Federated Learning with Shuffle Model AAAI 2023
Robust Estimation of Discrete Distributions under Local Differential Privacy ALT 2023
DP-BART for Privatized Text Rewriting under Local Differential Privacy ACL 2023
Discrete Distribution Estimation under User-level Local Differential Privacy AISTATS 2023
Minimax Risks and Optimal Procedures for Estimation under Functional Local Differential Privacy NIPS 2023
On Computing Pairwise Statistics with Local Differential Privacy NIPS 2023
Active Membership Inference Attack under Local Differential Privacy in Federated Learning AISTATS 2023
Generalized Linear Models in Non-interactive Local Differential Privacy with Public Data JMLR 2023
LDP-Feat: Image Features with Local Differential Privacy ICCV 2023