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11/13/2022
Differentially Private Vertical Federated Learning
A successful machine learning (ML) algorithm often relies on a large amo...
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11/03/2022
Privacy-preserving Deep Learning based Record Linkage
Deep learning-based linkage of records across different databases is bec...
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02/09/2022
Vertical Federated Learning: Challenges, Methodologies and Experiments
Recently, federated learning (FL) has emerged as a promising distributed...
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04/19/2021
Large Scale Record Linkage in the Presence of Missing Data
Record linkage is aimed at the accurate and efficient identification of ...
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04/07/2021
Accurate and Efficient Suffix Tree Based Privacy-Preserving String Matching
The task of calculating similarities between strings held by different o...
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07/06/2018