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A Framework for Auditable Synthetic Data Generation

A Framework for Auditable Synthetic Data Generation

21 November 2022
F. Houssiau
Samuel N. Cohen
Lukasz Szpruch
Owen Daniel
Michaela G. Lawrence
R. Mitra
Henry Wilde
C. Mole
ArXiv (abs)PDFHTML

Papers citing "A Framework for Auditable Synthetic Data Generation"

5 / 5 papers shown
Title
TAMIS: Tailored Membership Inference Attacks on Synthetic Data
TAMIS: Tailored Membership Inference Attacks on Synthetic Data
Paul Andrey
B. L. Bars
Marc Tommasi
230
0
0
01 Apr 2025
Synthetic Data, Similarity-based Privacy Metrics, and Regulatory
  (Non-)Compliance
Synthetic Data, Similarity-based Privacy Metrics, and Regulatory (Non-)Compliance
Georgi Ganev
284
1
0
24 Jul 2024
Six Levels of Privacy: A Framework for Financial Synthetic Data
Six Levels of Privacy: A Framework for Financial Synthetic Data
T. Balch
Vamsi K. Potluru
Deepak Paramanand
Manuela Veloso
208
1
0
20 Mar 2024
On the Challenges of Deploying Privacy-Preserving Synthetic Data in the
  Enterprise
On the Challenges of Deploying Privacy-Preserving Synthetic Data in the Enterprise
L. Arthur
Jason W Costello
Jonathan Hardy
Will O'Brien
J. Rea
Gareth Rees
Georgi Ganev
161
4
0
09 Jul 2023
Auditing and Generating Synthetic Data with Controllable Trust
  Trade-offs
Auditing and Generating Synthetic Data with Controllable Trust Trade-offsIEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS), 2023
Brian M. Belgodere
Pierre Dognin
Adam Ivankay
Igor Melnyk
Youssef Mroueh
...
Mattia Rigotti
Jerret Ross
Yair Schiff
Radhika Vedpathak
Richard A. Young
417
17
0
21 Apr 2023
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