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Apr, 2022
协作任务隐私的神经网络权重联合学习
Combined Learning of Neural Network Weights for Privacy in Collaborative Tasks
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Aline R. Ioste, Alan M. Durham, Marcelo Finger
TL;DR
CoLN是一种新颖的安全方法,用于合并机器学习模型,并维持数据隐私,同时保证在保护数据隐私的前提下提高模型的准确性,特别适用于医疗领域等隐私敏感领域。
Abstract
We introduce
coln
,
combined learning
of
neural network
weights, a novel method to securely combine Machine Learning models over sensitive
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