Heterogeneous Differential Privacy

27 April 2015

Papers citing "Heterogeneous Differential Privacy"

15 / 15 papers shown

Title
Controlled privacy leakage propagation throughout overlapping grouped learning Shahrzad Kiani Franziska Boenisch S. Draper FedML 118 0 0 06 Mar 2025
Noise-Aware Algorithm for Heterogeneous Differentially Private Federated Learning Saber Malekmohammadi Yaoliang Yu Yang Cao FedML 166 6 0 17 Feb 2025
Personalized Privacy Amplification via Importance Sampling Dominik Fay Sebastian Mair Jens Sjölund 138 0 0 05 Jul 2023
On Privacy and Personalization in Cross-Silo Federated Learning Ziyu Liu Shengyuan Hu Zhiwei Steven Wu Virginia Smith FedML 113 56 0 16 Jun 2022
Individualized PATE: Differentially Private Machine Learning with Individual Privacy Guarantees Franziska Boenisch Christopher Muhl Roy Rinberg Jannis Ihrig Adam Dziedzic 79 18 0 21 Feb 2022
Private Adaptive Optimization with Side Information Tian Li Manzil Zaheer Sashank J. Reddi Virginia Smith 95 36 0 12 Feb 2022
Optimal and Differentially Private Data Acquisition: Central and Local Mechanisms Alireza Fallah A. Makhdoumi Azarakhsh Malekian Asuman Ozdaglar FedML 97 32 0 10 Jan 2022
Combining Public and Private Data Cecilia Ferrando Jennifer Gillenwater Alex Kulesza FedML 43 7 0 29 Oct 2021
Federated Learning with Heterogeneous Differential Privacy Nasser Aldaghri Hessam Mahdavifar Ahmad Beirami FedML 85 2 0 28 Oct 2021
Partial sensitivity analysis in differential privacy Tamara T. Mueller Alexander Ziller Dmitrii Usynin Moritz Knolle F. Jungmann Daniel Rueckert Georgios Kaissis 78 1 0 22 Sep 2021
Federated Intrusion Detection for IoT with Heterogeneous Cohort Privacy Ajesh Koyatan Chathoth Abhyuday N. Jagannatha Stephen Lee 81 14 0 25 Jan 2021
A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection Yue Liu Zeyi Wen Zhaomin Wu Sixu Hu Naibo Wang Yuan N. Li Xu Liu Bingsheng He FedML 130 1,016 0 23 Jul 2019
SoK: Differential Privacies Damien Desfontaines Balázs Pejó 163 126 0 04 Jun 2019
Utility-Optimized Local Differential Privacy Mechanisms for Distribution Estimation Takao Murakami Yusuke Kawamoto 147 92 0 30 Jul 2018
One-sided Differential Privacy Stelios Doudalis Ios Kotsogiannis Samuel Haney Ashwin Machanavajjhala S. Mehrotra 55 52 0 16 Dec 2017