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04/02/2022
Privacy-preserving Anomaly Detection in Cloud Manufacturing via Federated Transformer
With the rapid development of cloud manufacturing, industrial production...
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03/31/2022
Efficient Dropout-resilient Aggregation for Privacy-preserving Machine Learning
With the increasing adoption of data-hungry machine learning algorithms,...
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03/31/2022
Privacy-Preserving Aggregation in Federated Learning: A Survey
Over the recent years, with the increasing adoption of Federated Learnin...
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10/17/2020
Secure Weighted Aggregation in Federated Learning
Federated learning (FL) schemes enable multiple clients to jointly solve...
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07/24/2020
MPC-enabled Privacy-Preserving Neural Network Training against Malicious Attack
In the past decades, the application of secure multiparty computation (M...
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02/28/2019