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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
C. Palamidessi
Majid Zolfaghari
ArXiv (abs)PDFHTMLGithub (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
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
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
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
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
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
(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
Frequency Estimation of Evolving Data Under Local Differential Privacy
Héber H. Arcolezi
Carlos Pinzón
C. Palamidessi
Sébastien Gambs
58
12
0
01 Oct 2022
1