Privately generating tabular data using language models

Privately generating tabular data using language models

7 June 2023

Alexandre Sablayrolles

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Papers citing "Privately generating tabular data using language models"

5 / 5 papers shown

Title
Synthetic Tabular Data: Methods, Attacks and Defenses Graham Cormode Samuel Maddock Enayat Ullah Shripad Gade 59 0 0 06 Jun 2025
Benchmarking Differentially Private Tabular Data Synthesis Kai Chen Xiaochen Li Chen Gong Ryan McKenna Tianhao Wang 78 2 0 18 Apr 2025
Is API Access to LLMs Useful for Generating Private Synthetic Tabular Data? Marika Swanberg Ryan McKenna Edo Roth Albert Cheu Peter Kairouz 143 2 0 10 Feb 2025
Differentially Private Tabular Data Synthesis using Large Language Models Toan V. Tran Li Xiong SyDa 104 7 0 03 Jun 2024
Qrlew: Rewriting SQL into Differentially Private SQL Nicolas Grislain Paul Roussel Victoria de Sainte Agathe 65 1 0 11 Jan 2024