Preserving Differential Privacy in Convolutional Deep Belief Networks

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Preserving Differential Privacy in Convolutional Deep Belief Networks

25 June 2017

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Papers citing "Preserving Differential Privacy in Convolutional Deep Belief Networks"

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Title
A Differentially Private Framework for Deep Learning with Convexified Loss Functions Zhigang Lu Hassan Jameel Asghar M. Kâafar Darren Webb Peter Dickinson 120 15 0 03 Apr 2022
A Differentially Private Multi-Output Deep Generative Networks Approach For Activity Diary Synthesis Godwin Badu-Marfo Bilal Farooq Zachary Patterson 53 4 0 29 Dec 2020
Differentially Private Synthetic Data: Applied Evaluations and Enhancements Lucas Rosenblatt Xiao-Yang Liu Samira Pouyanfar Eduardo de Leon Anuj M. Desai Joshua Allen SyDa 74 68 0 11 Nov 2020
Differentially Private Bayesian Inference for Generalized Linear Models Tejas D. Kulkarni Hibiki Ito A. Koskela Samuel Kaski Antti Honkela 103 31 0 01 Nov 2020
imdpGAN: Generating Private and Specific Data with Generative Adversarial Networks Saurabh Gupta Arun Balaji Buduru Ponnurangam Kumaraguru 44 3 0 29 Sep 2020
Quantifying Membership Inference Vulnerability via Generalization Gap and Other Model Metrics Jason Bentley Daniel Gibney Gary Hoppenworth Sumit Kumar Jha MIACV 62 18 0 11 Sep 2020
An Overview of Privacy in Machine Learning Emiliano De Cristofaro SILM 97 87 0 18 May 2020
Privacy in Deep Learning: A Survey Fatemehsadat Mirshghallah Mohammadkazem Taram Praneeth Vepakomma Abhishek Singh Ramesh Raskar H. Esmaeilzadeh FedML 153 141 0 25 Apr 2020
Interpretable and Differentially Private Predictions Frederik Harder Matthias Bauer Mijung Park FAtt 98 54 0 05 Jun 2019
Evaluating Differentially Private Machine Learning in Practice Bargav Jayaraman David Evans 166 7 0 24 Feb 2019
No Peek: A Survey of private distributed deep learning Praneeth Vepakomma Tristan Swedish Ramesh Raskar O. Gupta Abhimanyu Dubey SyDa FedML 86 100 0 08 Dec 2018
Security and Privacy Issues in Deep Learning Ho Bae Jaehee Jang Dahuin Jung Hyemi Jang Heonseok Ha Hyungyu Lee Sungroh Yoon SILM MIACV 158 79 0 31 Jul 2018
Differentially Private Generative Adversarial Network Liyang Xie Kaixiang Lin Shu Wang Fei Wang Jiayu Zhou SyDa 124 507 0 19 Feb 2018