Privacy-preserving collaborative machine learning in biomedical applications

Author:

Kim Wonsuk1,Seok Junhee1

Affiliation:

1. Korea University,School of Electrical Engineering,Seoul,South Korea

Funder

Korea Institute for Advancement of Technology

National Research Foundation of Korea

Publisher

IEEE

Reference57 articles.

1. Secure Multiparty Computation for Privacy Preserving Data Mining

2. Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning

3. Federated Learning on Clinical Benchmark Data: Performance Assessment

4. VERTICOX: Vertically Distributed Cox Proportional Hazards Model Using the Alternating Direction Method of Multipliers;dai;IEEE Transactions on Knowledge and Data Engineering,2020

5. Federated learning: Strategies for improving communication efficiency;kone?,2016

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2. Defending Against Membership Inference Attacks on Beacon Services;ACM Transactions on Privacy and Security;2023-07-19

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