Privacy Preserving Collaborative Machine Learning

Privacy Preserving Collaborative Machine Learning

Collaborative machine learning is a promising paradigm that allows multiple participants to jointly train a machine learning model without exposing their private datasets to other parties. Although collaborative machine learning is more privacy-friendly compared with conventional...

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Bibliographic Details
Main Authors: Zheyuan Liu, Rui Zhang
Format: Article
Language:English
Published: European Alliance for Innovation (EAI) 2021-09-01
Series:EAI Endorsed Transactions on Security and Safety
Subjects:
collaborative machine learning
privacy preservation
admm
secure aggregation
security
Online Access:https://eudl.eu/pdf/10.4108/eai.14-7-2021.170295

Internet

https://eudl.eu/pdf/10.4108/eai.14-7-2021.170295

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