Multi-Freq-LDPy: Multiple Frequency Estimation Under Local Differential Privacy in Python

5 May 2022

Papers citing "Multi-Freq-LDPy: Multiple Frequency Estimation Under Local Differential Privacy in Python"

7 / 7 papers shown

Title
Frequency Estimation under Local Differential Privacy [Experiments, Analysis and Benchmarks] Graham Cormode Samuel Maddock Carsten Maple 29 54 0 30 Mar 2021
Amplification by Shuffling: From Local to Central Differential Privacy via Anonymity Ulfar Erlingsson Vitaly Feldman Ilya Mironov A. Raghunathan Kunal Talwar Abhradeep Thakurta 170 423 0 29 Nov 2018
Local Differential Privacy for Evolving Data Matthew Joseph Aaron Roth Jonathan R. Ullman Bo Waggoner 77 86 0 20 Feb 2018
Optimal Schemes for Discrete Distribution Estimation under Locally Differential Privacy Min Ye A. Barg 67 178 0 02 Feb 2017
Discrete Distribution Estimation under Local Privacy Peter Kairouz Kallista A. Bonawitz Daniel Ramage 43 328 0 24 Feb 2016
Local, Private, Efficient Protocols for Succinct Histograms Raef Bassily Adam D. Smith FedML 56 456 0 18 Apr 2015
RAPPOR: Randomized Aggregatable Privacy-Preserving Ordinal Response Ulfar Erlingsson Vasyl Pihur Aleksandra Korolova 70 1,977 0 25 Jul 2014