Local Differential Privacy Is Equivalent to Contraction of
$E_γ$-Divergence

Local Differential Privacy Is Equivalent to Contraction of $E_γ$ -Divergence

2 February 2021

Maryam Aliakbarpour

Flavio du Pin Calmon

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Papers citing "Local Differential Privacy Is Equivalent to Contraction of $E_γ$-Divergence"

14 / 14 papers shown

Title
Signal Recovery from Random Dot-Product Graphs Under Local Differential Privacy Siddharth Vishwanath Jonathan Hehir 122 0 0 24 Apr 2025
Differentially Private Secure Multiplication: Hiding Information in the Rubble of Noise V. Cadambe Ateet Devulapalli Haewon Jeong Flavio du Pin Calmon 110 1 0 20 Jan 2025
Contraction of Private Quantum Channels and Private Quantum Hypothesis Testing Theshani Nuradha Mark M. Wilde 94 7 0 26 Jun 2024
Design of Stochastic Quantizers for Privacy Preservation Le Liu Yutaka Kawano Ming Cao 30 3 0 05 Mar 2024
Doeblin Coefficients and Related Measures A. Makur Japneet Singh 53 2 0 15 Sep 2023
Federated Linear Contextual Bandits with User-level Differential Privacy Ruiquan Huang Huanyu Zhang Luca Melis Milan Shen Meisam Hajzinia J. Yang FedML 54 12 0 08 Jun 2023
Lower Bounds on the Bayesian Risk via Information Measures A. Esposito Adrien Vandenbroucque Michael C. Gastpar 110 2 0 22 Mar 2023
The Sample Complexity of Approximate Rejection Sampling with Applications to Smoothed Online Learning Adam Block Yury Polyanskiy 60 9 0 09 Feb 2023
Contraction of Locally Differentially Private Mechanisms S. Asoodeh Huanyu Zhang 61 10 0 24 Oct 2022
Quantum Local Differential Privacy and Quantum Statistical Query Model Armando Angrisani E. Kashefi 85 12 0 07 Mar 2022
Quantum Differential Privacy: An Information Theory Perspective C. Hirche Cambyse Rouzé Daniel Stilck França 108 64 0 22 Feb 2022
Lower-bounds on the Bayesian Risk in Estimation Procedures via $f$ -Divergences Adrien Vandenbroucque A. Esposito Michael C. Gastpar 110 0 0 05 Feb 2022
Optimal and Differentially Private Data Acquisition: Central and Local Mechanisms Alireza Fallah A. Makhdoumi Azarakhsh Malekian Asuman Ozdaglar FedML 97 32 0 10 Jan 2022
Contraction of $E_γ$ -Divergence and Its Applications to Privacy S. Asoodeh Mario Díaz Flavio du Pin Calmon 65 0 0 20 Dec 2020