Enhancing One-run Privacy Auditing with Quantile Regression-Based Membership Inference

Terrance Liu, Matteo Boglioni  Yiwei Fu  Shengyuan Hu  Pratiksha Thaker  Zhiwei Steven Wu

by Terrance Liu, Matteo Boglioni, Yiwei Fu, Shengyuan Hu, Pratiksha Thaker, Zhiwei Steven Wu

Reference:

Enhancing One-run Privacy Auditing with Quantile Regression-Based Membership Inference Terrance Liu, Matteo Boglioni, Yiwei Fu, Shengyuan Hu, Pratiksha Thaker, Zhiwei Steven WuIn Workshop on Theory and Practice of Differential Privacy, 2025.

Bibtex Entry:

@inproceedings{liu25b,
title={Enhancing One-run Privacy Auditing with Quantile Regression-Based Membership Inference},
author={Terrance Liu, Matteo Boglioni, Yiwei Fu, Shengyuan Hu, Pratiksha Thaker, Zhiwei Steven Wu},
booktitle={Workshop on Theory and Practice of Differential Privacy},
year={2025}
}