Individual Privacy Accounting with Gaussian Differential Privacy

30 September 2022

Papers citing "Individual Privacy Accounting with Gaussian Differential Privacy"

5 / 5 papers shown

Title
Personalized Privacy Amplification via Importance Sampling Dominik Fay Sebastian Mair Jens Sjölund 57 0 0 05 Jul 2023
Gradients Look Alike: Sensitivity is Often Overestimated in DP-SGD Anvith Thudi Hengrui Jia Casey Meehan Ilia Shumailov Nicolas Papernot 30 3 0 01 Jul 2023
Fully Adaptive Composition for Gaussian Differential Privacy Adam D. Smith Abhradeep Thakurta 11 3 0 31 Oct 2022
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 156 349 0 25 Sep 2021
Individual Privacy Accounting via a Renyi Filter Vitaly Feldman Tijana Zrnic 59 86 0 25 Aug 2020