Published March 17, 2026
| Version v4
Software
Open
The Adverse Effects of Omitting Records in Differential Privacy: How Sampling and Suppression Degrade the Privacy–Utility Tradeoff (USENIX Security '26 Artifact)
Authors/Creators
-
1.
Karlsruhe Institute of Technology
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2.
Universitat Politècnica de Catalunya
Description
This repository includes the complete code for the experiments and plots on the effects of sampling and outlier-score suppression on the privacy–utility tradeoff in differential privacy (DP) for the paper accepted at USENIX Security '26
"The Adverse Effects of Omitting Records in Differential Privacy: How Sampling and Suppression Degrade the Privacy–Utility Tradeoff"
by Àlex Miranda-Pascual, Javier Parra-Arnau, and Thorsten Strufe.
The long version of the paper is also included in this repository as SamplingSuppressionUSENIXLongVersion.pdf.
Files
README.md
Additional details
Dates
- Updated
-
2026-03-17
Software
- Repository URL
- https://github.com/kit-ps/Sampling-and-Suppression-in-DP-USENIX-26
- Programming language
- Python
- Development Status
- Active