Wanrong Zhang | DeepAI

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Featured Co-authors

Gautam Kamath
43 publications
Linjun Zhang
33 publications
Marco Gaboardi
32 publications
Rachel Cummings
24 publications
Yajun Mei
22 publications
Olga Ohrimenko
22 publications
Salil Vadhan
21 publications
Mark Bun
20 publications
Rui Tuo
19 publications
Shruti Tople
19 publications
Ruqi Zhang
15 publications

∙ 09/12/2023

Concurrent Composition for Interactive Differential Privacy with Adaptive Privacy-Loss Parameters

In this paper, we study the concurrent composition of interactive mechan...

0 Samuel Haney, et al. ∙

∙ 06/13/2023

Safeguarding Data in Multimodal AI: A Differentially Private Approach to CLIP Training

The surge in multimodal AI's success has sparked concerns over data priv...

0 Alyssa Huang, et al. ∙

∙ 06/13/2023

Continual Release of Differentially Private Synthetic Data

Motivated by privacy concerns in long-term longitudinal studies in medic...

0 Mark Bun, et al. ∙

∙ 03/10/2023

DP-Fast MH: Private, Fast, and Accurate Metropolis-Hastings for Large-Scale Bayesian Inference

Bayesian inference provides a principled framework for learning from com...

0 Wanrong Zhang, et al. ∙

∙ 07/18/2022

Concurrent Composition Theorems for Differential Privacy

We study the concurrent composition properties of interactive differenti...

0 Salil Vadhan, et al. ∙

∙ 04/10/2022

Private Sequential Hypothesis Testing for Statisticians: Privacy, Error Rates, and Sample Size

The sequential hypothesis testing problem is a class of statistical anal...

0 Wanrong Zhang, et al. ∙

∙ 09/24/2020

Bandit Change-Point Detection for Real-Time Monitoring High-Dimensional Data Under Sampling Control

In many real-world problems of real-time monitoring high-dimensional str...

0 Wanrong Zhang, et al. ∙

∙ 09/08/2020

Attribute Privacy: Framework and Mechanisms

Ensuring the privacy of training data is a growing concern since many ma...

0 Wanrong Zhang, et al. ∙

∙ 06/12/2020

Dataset-Level Attribute Leakage in Collaborative Learning

Multi-party machine learning allows several parties to build a joint mod...

0 Wanrong Zhang, et al. ∙

∙ 02/27/2020

PAPRIKA: Private Online False Discovery Rate Control

In hypothesis testing, a false discovery occurs when a hypothesis is inc...

0 Wanrong Zhang, et al. ∙

∙ 10/03/2019

Privately detecting changes in unknown distributions

The change-point detection problem seeks to identify distributional chan...

0 Rachel Cummings, et al. ∙

∙ 08/29/2018

Differentially Private Change-Point Detection

The change-point detection problem seeks to identify distributional chan...

0 Rachel Cummings, et al. ∙

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