Statistical Quantification of Differential Privacy: A Local Approach

21 August 2021

Papers citing "Statistical Quantification of Differential Privacy: A Local Approach"

8 / 8 papers shown

Title
General-Purpose $f$ -DP Estimation and Auditing in a Black-Box Setting Önder Askin Holger Dette Martin Dunsche T. Kutta Yun Lu Yu Wei Vassilis Zikas 52 0 0 10 Feb 2025
Curator Attack: When Blackbox Differential Privacy Auditing Loses Its Power Shiming Wang Liyao Xiang Bowei Cheng Zhe Ji Tianran Sun Xinbing Wang 74 0 0 25 Nov 2024
Weights Shuffling for Improving DPSGD in Transformer-based Models Jungang Yang Zhe Ji Liyao Xiang 40 0 0 22 Jul 2024
Revealing the True Cost of Locally Differentially Private Protocols: An Auditing Perspective Héber H. Arcolezi Sébastien Gambs 37 1 0 04 Sep 2023
Unleashing the Power of Randomization in Auditing Differentially Private ML Krishna Pillutla Galen Andrew Peter Kairouz H. B. McMahan Alina Oprea Sewoong Oh 30 20 0 29 May 2023
Lower Bounds for Rényi Differential Privacy in a Black-Box Setting T. Kutta Önder Askin Martin Dunsche 17 4 0 09 Dec 2022
On the (Im)Possibility of Estimating Various Notions of Differential Privacy D. Gorla Louis Jalouzot Federica Granese C. Palamidessi Pablo Piantanida 17 3 0 30 Aug 2022
LightDP: Towards Automating Differential Privacy Proofs Danfeng Zhang Daniel Kifer 43 72 0 27 Jul 2016