Multi-Freq-LDPy: Multiple Frequency Estimation Under Local Differential
Privacy in Python

v1v2 (latest)

Multi-Freq-LDPy: Multiple Frequency Estimation Under Local Differential Privacy in Python

5 May 2022

Héber H. Arcolezi

Jean-François Couchot

Sébastien Gambs

Majid Zolfaghari

ArXiv (abs)PDF HTML Github (48★)

Papers citing "Multi-Freq-LDPy: Multiple Frequency Estimation Under Local Differential Privacy in Python"

7 / 7 papers shown

Title
A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results K. Makhlouf Tamara Stefanovic Héber H. Arcolezi C. Palamidessi 59 4 0 23 May 2024
Analysis of Privacy Leakage in Federated Large Language Models Minh Nhat Vu Truc D. T. Nguyen Tre' R. Jeter My T. Thai 76 7 0 02 Mar 2024
On the Impact of Multi-dimensional Local Differential Privacy on Fairness K. Makhlouf Héber H. Arcolezi Sami Zhioua G. B. Brahim C. Palamidessi 75 6 0 07 Dec 2023
Revealing the True Cost of Locally Differentially Private Protocols: An Auditing Perspective Héber H. Arcolezi Sébastien Gambs 90 2 0 04 Sep 2023
On the Utility Gain of Iterative Bayesian Update for Locally Differentially Private Mechanisms Héber H. Arcolezi Selene Cerna C. Palamidessi 44 3 0 15 Jul 2023
(Local) Differential Privacy has NO Disparate Impact on Fairness Héber H. Arcolezi K. Makhlouf C. Palamidessi 79 6 0 25 Apr 2023
Frequency Estimation of Evolving Data Under Local Differential Privacy Héber H. Arcolezi Carlos Pinzón C. Palamidessi Sébastien Gambs 58 12 0 01 Oct 2022