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Frequency Estimation under Local Differential Privacy [Experiments, Analysis and Benchmarks]
Proceedings of the VLDB Endowment (PVLDB), 2021
30 March 2021
Graham Cormode
Samuel Maddock
Carsten Maple
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Papers citing
"Frequency Estimation under Local Differential Privacy [Experiments, Analysis and Benchmarks]"
26 / 26 papers shown
Consistent Estimation of Numerical Distributions under Local Differential Privacy by Wavelet Expansion
P. Zhao
Zhikun Zhang
Bo Sun
Li Shen
L. Zhang
Shaowei Wang
Zhe Liu
140
0
0
24 Sep 2025
Piquant
ε
\varepsilon
ε
: Private Quantile Estimation in the Two-Server Model
Hannah Keller
Jacob Imola
Fabrizio Boninsegna
Rasmus Pagh
A. Chowdhury
135
0
0
17 Sep 2025
Locally Differentially Private Frequency Estimation via Joint Randomized Response
Proceedings on Privacy Enhancing Technologies (PoPETs), 2025
Ye Zheng
Shafizur Rahman Seeam
Yidan Hu
Rui Zhang
Yanchao Zhang
354
2
0
15 May 2025
Near-optimal algorithms for private estimation and sequential testing of collision probability
International Conference on Artificial Intelligence and Statistics (AISTATS), 2025
R. Busa-Fekete
Umar Syed
202
0
0
18 Apr 2025
Revisiting Locally Differentially Private Protocols: Towards Better Trade-offs in Privacy, Utility, and Attack Resistance
Héber H. Arcolezi
Sébastien Gambs
AAML
423
2
0
03 Mar 2025
Federated Heavy Hitter Analytics with Local Differential Privacy
Yuemin Zhang
Qingqing Ye
Haibo Hu
FedML
516
2
0
03 Jan 2025
Grid-Based Decompositions for Spatial Data under Local Differential Privacy
Alina Geiger
Dominik Sobania
Ameer Taweel
Mehmet Emre Gursoy
233
2
0
31 Jul 2024
Sketches-based join size estimation under local differential privacy
IEEE International Conference on Data Engineering (ICDE), 2024
Meifan Zhang
Xin Liu
Lihua Yin
189
1
0
19 May 2024
AAA: an Adaptive Mechanism for Locally Differential Private Mean Estimation
Proceedings of the VLDB Endowment (PVLDB), 2024
Fei Wei
Ergute Bao
Xiaokui Xiao
Yin Yang
Bolin Ding
336
5
0
02 Apr 2024
FreqyWM: Frequency Watermarking for the New Data Economy
Devris Isler
Elisa Cabana
Álvaro García-Recuero
Georgia Koutrika
Nikolaos Laoutaris
212
7
0
27 Dec 2023
Local Differentially Private Heavy Hitter Detection in Data Streams with Bounded Memory
Xiaochen Li
Weiran Liu
Jian Lou
Yuan Hong
Lei Zhang
Zhan Qin
Kui Ren
FedML
212
16
0
27 Nov 2023
Revealing the True Cost of Locally Differentially Private Protocols: An Auditing Perspective
Proceedings on Privacy Enhancing Technologies (PoPETs), 2023
Héber H. Arcolezi
Sébastien Gambs
418
6
0
04 Sep 2023
PrivSketch: A Private Sketch-based Frequency Estimation Protocol for Data Streams
International Conference on Database and Expert Systems Applications (DEXA), 2023
Ying Li
Xiaodong Lee
Botao Peng
Themis Palpanas
Jingán Xue
254
5
0
21 Jun 2023
An Improved Christofides Mechanism for Local Differential Privacy Framework
She Sun
Li Zhou
Xiaoran Yan
111
0
0
01 Mar 2023
LDPTrace: Locally Differentially Private Trajectory Synthesis
Proceedings of the VLDB Endowment (PVLDB), 2023
Yuntao Du
Yujia Hu
Zhikun Zhang
Ziquan Fang
Lu Chen
Baihua Zheng
Yunjun Gao
564
76
0
13 Feb 2023
Local Differentially Private Frequency Estimation based on Learned Sketches
Information Sciences (Inf. Sci.), 2022
Meifan Zhang
Sixin Lin
Lihua Yin
223
2
0
31 Oct 2022
Frequency Estimation of Evolving Data Under Local Differential Privacy
International Conference on Extending Database Technology (EDBT), 2022
Héber H. Arcolezi
Carlos Pinzón
C. Palamidessi
Sébastien Gambs
265
16
0
01 Oct 2022
On the Risks of Collecting Multidimensional Data Under Local Differential Privacy
Proceedings of the VLDB Endowment (PVLDB), 2022
Héber H. Arcolezi
Sébastien Gambs
Jean-François Couchot
C. Palamidessi
343
19
0
04 Sep 2022
LDP-FPMiner: FP-Tree Based Frequent Itemset Mining with Local Differential Privacy
Zhili Chen
Jiali Wang
128
3
0
03 Sep 2022
Hide me Behind the Noise: Local Differential Privacy for Indoor Location Privacy
Hojjat Navidan
Vahideh Moghtadaiee
Niki Nazaran
Mina Alishahi
231
23
0
01 Jul 2022
Impact of Sampling on Locally Differentially Private Data Collection
CADE (CADE), 2022
Sayan Biswas
Graham Cormode
Carsten Maple
FedML
200
0
0
02 Jun 2022
Multi-Freq-LDPy: Multiple Frequency Estimation Under Local Differential Privacy in Python
European Symposium on Research in Computer Security (ESORICS), 2022
Héber H. Arcolezi
Jean-François Couchot
Sébastien Gambs
C. Palamidessi
Majid Zolfaghari
167
17
0
05 May 2022
Improving the utility of locally differentially private protocols for longitudinal and multidimensional frequency estimates
Héber H. Arcolezi
Jean-François Couchot
Bechara al Bouna
X. Xiao
213
37
0
08 Nov 2021
Locally Differentially Private Bayesian Inference
Tejas D. Kulkarni
Hibiki Ito
Samuel Kaski
Antti Honkela
256
2
0
27 Oct 2021
Asymptotically Optimal Locally Private Heavy Hitters via Parameterized Sketches
International Conference on Artificial Intelligence and Statistics (AISTATS), 2021
Hao Wu
Anthony Wirth
FedML
305
7
0
15 Jun 2021
Frequency Estimation Under Multiparty Differential Privacy: One-shot and Streaming
Proceedings of the VLDB Endowment (PVLDB), 2021
Ziyue Huang
Yuan Qiu
K. Yi
Graham Cormode
388
27
0
05 Apr 2021
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![Frequency Estimation under Local Differential Privacy [Experiments,
Analysis and Benchmarks]](https://cdn.parameterlab.de/resized-images/aHR0cHM6Ly9jZG4ucGFyYW1ldGVybGFiLmRlL3BhcGVycy8yMTAzLjE2NjQwL3BhZ2VzL3BhZ2UtMS1xODBkMzAwLmpwZw?w=256&q=75&f=webp)
