Split Ways: Privacy-Preserving Training of Encrypted Data Using Split
Learning

Split Ways: Privacy-Preserving Training of Encrypted Data Using Split Learning

20 January 2023

Khoa Nguyen

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Papers citing "Split Ways: Privacy-Preserving Training of Encrypted Data Using Split Learning"

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Title
Blind Faith: Privacy-Preserving Machine Learning using Function Approximation Tanveer Khan Alexandros Bakas A. Michalas 19 18 0 29 Jul 2021
Can We Use Split Learning on 1D CNN Models for Privacy Preserving Training? Sharif Abuadbba Kyuyeon Kim Minki Kim Chandra Thapa S. Çamtepe Yansong Gao Hyoungshick Kim Surya Nepal FedML 54 123 0 16 Mar 2020
Detailed comparison of communication efficiency of split learning and federated learning Abhishek Singh Praneeth Vepakomma O. Gupta Ramesh Raskar FedML 56 189 0 18 Sep 2019
Split learning for health: Distributed deep learning without sharing raw patient data Praneeth Vepakomma O. Gupta Tristan Swedish Ramesh Raskar FedML 118 709 0 03 Dec 2018
Distributed learning of deep neural network over multiple agents O. Gupta Ramesh Raskar FedML OOD 69 605 0 14 Oct 2018
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,260 0 22 Dec 2014