Synthetic Data Generation

DP-2Stage: Adapting Language Models as Differentially Private Tabular Data Generators

Authors: Tejumade Afonja, Hui-Po Wang, Raouf Kerkouche, Mario Fritz | Published: 2024-12-03 | Updated: 2025-04-29
Privacy Violation
Synthetic Data Generation
Differential Privacy

How to Use Heuristics for Differential Privacy

Authors: Seth Neel, Aaron Roth, Zhiwei Steven Wu | Published: 2018-11-19
Synthetic Data Generation
Differential Privacy
Selection and Evaluation of Optimization Algorithms

Data Synthesis based on Generative Adversarial Networks

Authors: Noseong Park, Mahmoud Mohammadi, Kshitij Gorde, Sushil Jajodia, Hongkyu Park, Youngmin Kim | Published: 2018-06-09 | Updated: 2018-07-02
Privacy Protection Method
Synthetic Data Generation
Loss Term