Cover Image

Frequency Estimation of Correlated Multi-attribute Data under Local Differential Privacy

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Seeam, Shafizur Rahman, Zheng, Ye, Hu, Yidan
Format:	Preprint
Published:	2025
Subjects:	Cryptography and Security
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Locally Differentially Private Frequency Estimation via Joint Randomized Response
by: Zheng, Ye, et al.
Published: (2025)

PrivAR: Real-Time Privacy Protection for Location-Based Augmented Reality Applications
by: Seeam, Shafizur Rahman, et al.
Published: (2025)

PrivScope: Task-scoped Disclosure Control for Hybrid Agentic Systems
by: Seeam, Shafizur Rahman, et al.
Published: (2026)

TraCS: Trajectory Collection in Continuous Space under Local Differential Privacy
by: Zheng, Ye, et al.
Published: (2024)

Quantifying Classifier Utility under Local Differential Privacy
by: Zheng, Ye, et al.
Published: (2025)

Optimal Piecewise-based Mechanism for Collecting Bounded Numerical Data under Local Differential Privacy
by: Zheng, Ye, et al.
Published: (2025)

Multi-class Item Mining under Local Differential Privacy
by: Mao, Yulian, et al.
Published: (2025)

Privacy for Free: Leveraging Local Differential Privacy Perturbed Data from Multiple Services
by: Du, Rong, et al.
Published: (2025)

LDPRecover: Recovering Frequencies from Poisoning Attacks against Local Differential Privacy
by: Sun, Xinyue, et al.
Published: (2024)

Dual Utilization of Perturbation for Stream Data Publication under Local Differential Privacy
by: Du, Rong, et al.
Published: (2025)

Augmented Shuffle Protocols for Accurate and Robust Frequency Estimation under Differential Privacy
by: Murakami, Takao, et al.
Published: (2025)

KV-Auditor: Auditing Local Differential Privacy for Correlated Key-Value Estimation
by: Xu, Jingnan, et al.
Published: (2025)

AudAgent: Automated Auditing of Privacy Policy Compliance in AI Agents
by: Zheng, Ye, et al.
Published: (2025)

Data Poisoning Attacks to Local Differential Privacy Protocols for Graphs
by: He, Xi, et al.
Published: (2024)

Jacobian-Guided Anisotropic Noise Reshaping for Enhancing Representation Utility under Local Differential Privacy
by: Ha, Youngmok, et al.
Published: (2026)

PrivShape: Extracting Shapes in Time Series under User-Level Local Differential Privacy
by: Mao, Yulian, et al.
Published: (2024)

N-output Mechanism: Estimating Statistical Information from Numerical Data under Local Differential Privacy
by: Baek, Incheol, et al.
Published: (2025)

Strict Optimality of Frequency and Distribution Estimation Under Local Differential Privacy
by: Pan, Mingen
Published: (2026)

Grid-Based Decompositions for Spatial Data under Local Differential Privacy
by: Balioglu, Berkay Kemal, et al.
Published: (2024)

Federated Heavy Hitter Analytics with Local Differential Privacy
by: Zhang, Yuemin, et al.
Published: (2024)

PriPL-Tree: Accurate Range Query for Arbitrary Distribution under Local Differential Privacy
by: Wang, Leixia, et al.
Published: (2024)

MTSP-LDP: A Framework for Multi-Task Streaming Data Publication under Local Differential Privacy
by: Liu, Chang, et al.
Published: (2025)

Acyclic Graph Pattern Counting under Local Differential Privacy
by: Hu, Yihua, et al.
Published: (2026)

Protecting Personalized Trajectory with Differential Privacy under Temporal Correlations
by: Cao, Mingge, et al.
Published: (2024)

Poisoning Attacks to Local Differential Privacy for Ranking Estimation
by: Zhan, Pei, et al.
Published: (2025)

Local Distance Query with Differential Privacy
by: Sheng, Weihong, et al.
Published: (2025)

The Hidden Cost of Correlation: Rethinking Privacy Leakage in Local Differential Privacy
by: Jayawardana, Sandaru, et al.
Published: (2025)

Mitigating Data Poisoning Attacks to Local Differential Privacy
by: Li, Xiaolin, et al.
Published: (2025)

Bipartite Randomized Response Mechanism for Local Differential Privacy
by: Zhang, Shun, et al.
Published: (2025)

Real-Time Trajectory Synthesis with Local Differential Privacy
by: Hu, Yujia, et al.
Published: (2024)

Road Network-Aware Personalized Trajectory Protection with Differential Privacy under Spatiotemporal Correlations
by: Min, Minghui, et al.
Published: (2025)

Optimal Fairness under Local Differential Privacy
by: Ghoukasian, Hrad, et al.
Published: (2025)

Fundamental Limit of Discrete Distribution Estimation under Utility-Optimized Local Differential Privacy
by: Yoon, Sun-Moon, et al.
Published: (2025)

PrivDPR: Synthetic Graph Publishing with Deep PageRank under Differential Privacy
by: Zhang, Sen, et al.
Published: (2025)

Communication-Efficient Triangle Counting under Local Differential Privacy
by: Imola, Jacob, et al.
Published: (2021)

Improved Communication-Privacy Trade-offs in $L_2$ Mean Estimation under Streaming Differential Privacy
by: Chen, Wei-Ning, et al.
Published: (2024)

Facility Location Problem under Local Differential Privacy without Super-set Assumption
by: Pfisterer, Kevin, et al.
Published: (2025)

Subgraph Counting under Edge Local Differential Privacy Based on Noisy Adjacency Matrix
by: Guo, Jintao, et al.
Published: (2025)

Fine-grained Manipulation Attacks to Local Differential Privacy Protocols for Data Streams
by: Li, Xinyu, et al.
Published: (2025)

Cooperative Local Differential Privacy: Securing Time Series Data in Distributed Environments
by: Singh, Bikash Chandra, et al.
Published: (2025)