Differentially Private Bayesian Learning on Distributed Data

Differentially Private Bayesian Learning on Distributed Data

3 March 2017

Mikko A. Heikkilä

Eemil Lagerspetz

Papers citing "Differentially Private Bayesian Learning on Distributed Data"

13 / 13 papers shown

Title
VDDP: Verifiable Distributed Differential Privacy under the Client-Server-Verifier Setup Haochen Sun Xi He 41 0 0 30 Apr 2025
Differentially Private Distributed Bayesian Linear Regression with MCMC Barics Alparslan S. Yıldırım cS. .Ilker Birbil FedML 25 1 0 31 Jan 2023
Decentralized Collaborative Learning with Probabilistic Data Protection T. Idé Raymond H. Putra FedML 22 2 0 23 Aug 2022
One Parameter Defense -- Defending against Data Inference Attacks via Differential Privacy Dayong Ye Sheng Shen Tianqing Zhu B. Liu Wanlei Zhou MIACV 16 61 0 13 Mar 2022
Provably Private Distributed Averaging Consensus: An Information-Theoretic Approach Mohammad Fereydounian Aryan Mokhtari Ramtin Pedarsani Hamed Hassani FedML 27 2 0 18 Feb 2022
Survey: Leakage and Privacy at Inference Time Marija Jegorova Chaitanya Kaul Charlie Mayor Alison Q. OÑeil Alexander Weir Roderick Murray-Smith Sotirios A. Tsaftaris PILM MIACV 19 71 0 04 Jul 2021
More Than Privacy: Applying Differential Privacy in Key Areas of Artificial Intelligence Tianqing Zhu Dayong Ye Wei Wang Wanlei Zhou Philip S. Yu SyDa 34 125 0 05 Aug 2020
Differentially private cross-silo federated learning Mikko A. Heikkilä A. Koskela Kana Shimizu Samuel Kaski Antti Honkela FedML 21 24 0 10 Jul 2020
Towards practical differentially private causal graph discovery Lun Wang Qi Pang D. Song 21 13 0 15 Jun 2020
Reviewing and Improving the Gaussian Mechanism for Differential Privacy Jun Zhao Teng Wang Tao Bai Kwok-Yan Lam Zhiying Xu Shuyu Shi Xuebin Ren Xinyu Yang Yang Liu Han Yu 30 30 0 27 Nov 2019
Improved Differentially Private Decentralized Source Separation for fMRI Data H. Imtiaz Jafar Mohammadi Rogers F. Silva Bradley T. Baker Sergey Plis Anand D. Sarwate Vince D. Calhoun OOD 18 5 0 28 Oct 2019
Privacy-Preserving Classification with Secret Vector Machines Valentin Hartmann Konark Modi J. M. Pujol Robert West 13 14 0 08 Jul 2019
Differentially Private Gaussian Processes M. Smith Max Zwiessele Neil D. Lawrence 13 15 0 02 Jun 2016