A novel analysis of utility in privacy pipelines, using Kronecker products and quantitative information flow

22 August 2023

Papers citing "A novel analysis of utility in privacy pipelines, using Kronecker products and quantitative information flow"

5 / 5 papers shown

Title
The Privacy-Utility Trade-off in the Topics API Mário S. Alvim Natasha Fernandes Annabelle McIver Gabriel H. Nunes 28 0 0 21 Jun 2024
SoK: A Review of Differentially Private Linear Models For High-Dimensional Data Amol Khanna Edward Raff Nathan Inkawhich 21 4 0 01 Apr 2024
Benchmarking Private Population Data Release Mechanisms: Synthetic Data vs. TopDown Aadyaa Maddi Swadhin Routray Alexander Goldberg Giulia Fanti 31 0 0 31 Jan 2024
Summary Statistic Privacy in Data Sharing Zinan Lin Shuaiqi Wang Vyas Sekar Giulia Fanti 43 7 0 03 Mar 2023
Opacus: User-Friendly Differential Privacy Library in PyTorch Ashkan Yousefpour I. Shilov Alexandre Sablayrolles Davide Testuggine Karthik Prasad ... Sayan Gosh Akash Bharadwaj Jessica Zhao Graham Cormode Ilya Mironov VLM 168 350 0 25 Sep 2021