Differentially-Private Sublinear-Time Clustering

27 December 2021

Papers citing "Differentially-Private Sublinear-Time Clustering"

7 / 7 papers shown

Title
Differentially Private Clustering: Tight Approximation Ratios Badih Ghazi Ravi Kumar Pasin Manurangsi 47 53 0 18 Aug 2020
Guidelines for Implementing and Auditing Differentially Private Systems Daniel Kifer Solomon Messing Aaron Roth Abhradeep Thakurta Qiang Yan 35 34 0 10 Feb 2020
Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences Borja Balle Gilles Barthe Marco Gaboardi 79 387 0 04 Jul 2018
Prochlo: Strong Privacy for Analytics in the Crowd Andrea Bittau Ulfar Erlingsson Petros Maniatis Ilya Mironov A. Raghunathan David Lie Mitch Rudominer Ushasree Kode J. Tinnés B. Seefeld 120 278 0 02 Oct 2017
Differentially Private $k$ -Means Clustering D. Su Jianneng Cao Ninghui Li E. Bertino Hongxia Jin 40 150 0 22 Apr 2015
RAPPOR: Randomized Aggregatable Privacy-Preserving Ordinal Response Ulfar Erlingsson Vasyl Pihur Aleksandra Korolova 92 1,987 0 25 Jul 2014
On Sampling, Anonymization, and Differential Privacy: Or, k-Anonymization Meets Differential Privacy Ninghui Li Wahbeh H. Qardaji D. Su 100 279 0 13 Jan 2011