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Fairness Under Noise: How Differential Privacy Affects Bias in GANs-Generated Data

Research output: Chapter in Book/Report/Conference proceedingConference Article in proceedingAcademicpeer-review

Original languageEnglish
Title of host publicationSecure It Systems, Nordsec 2025
EditorsR Matulevicius, L Kamm, M Iqbal
PublisherSpringer
Pages165-183
Number of pages19
ISBN (Electronic)9783032147820
ISBN (Print)9783032147813
Publication statusPublished - 2026

Publication series

SeriesLecture Notes in Computer Science
Volume16325
ISSN0302-9743
SeriesNordic Conference on Secure IT Systems (NordSec)
Volume2025

Keywords

  • Differential privacy
  • Fairness
  • GANs
  • Synthetic data generation

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