The Right Complexity Measure in Locally Private Estimation: It is not the Fisher Information

14 June 2018

Papers citing "The Right Complexity Measure in Locally Private Estimation: It is not the Fisher Information"

15 / 15 papers shown

Title
General Gaussian Noise Mechanisms and Their Optimality for Unbiased Mean Estimation Aleksandar Nikolov Haohua Tang 49 4 0 31 Jan 2023
Ranking Differential Privacy Shi Xu W. Sun Guang Cheng 29 1 0 02 Jan 2023
Contraction of Locally Differentially Private Mechanisms S. Asoodeh Huanyu Zhang 26 10 0 24 Oct 2022
sqSGD: Locally Private and Communication Efficient Federated Learning Yan Feng Tao Xiong Ruofan Wu Lingjuan Lv Leilei Shi FedML 28 2 0 21 Jun 2022
The Cost of Privacy in Generalized Linear Models: Algorithms and Minimax Lower Bounds T. Tony Cai Yichen Wang Linjun Zhang FedML 43 20 0 08 Nov 2020
On Distributed Differential Privacy and Counting Distinct Elements Lijie Chen Badih Ghazi Ravi Kumar Pasin Manurangsi FedML 23 29 0 21 Sep 2020
Fisher information under local differential privacy L. P. Barnes Wei-Ning Chen Ayfer Özgür FedML 23 47 0 21 May 2020
Near Instance-Optimality in Differential Privacy Hilal Asi John C. Duchi 26 38 0 16 May 2020
The Power of Factorization Mechanisms in Local and Central Differential Privacy Alex Edmonds Aleksandar Nikolov Jonathan R. Ullman 32 57 0 19 Nov 2019
SoK: Differential Privacies Damien Desfontaines Balázs Pejó 33 122 0 04 Jun 2019
Private Identity Testing for High-Dimensional Distributions C. Canonne Gautam Kamath Audra McMillan Jonathan R. Ullman Lydia Zakynthinou 37 36 0 28 May 2019
Lower Bounds for Locally Private Estimation via Communication Complexity John C. Duchi Ryan M. Rogers 13 93 0 01 Feb 2019
Protection Against Reconstruction and Its Applications in Private Federated Learning Abhishek Bhowmick John C. Duchi Julien Freudiger Gaurav Kapoor Ryan M. Rogers FedML 21 357 0 03 Dec 2018
Amplification by Shuffling: From Local to Central Differential Privacy via Anonymity Ulfar Erlingsson Vitaly Feldman Ilya Mironov A. Raghunathan Kunal Talwar Abhradeep Thakurta 150 420 0 29 Nov 2018
Geometrizing rates of convergence under local differential privacy constraints Angelika Rohde Lukas Steinberger 27 10 0 03 May 2018