The Workflow of Federated Harmony.

The Workflow of Federated Harmony.

<p>Federated Harmony operates through an iterative four-step process: ① Institutions perform local computations on their data; ② Summary statistics are sent to a central server; ③ The central server aggregates and updates the summaries; and ④ Aggregated summaries are returned to the institutio...

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Bibliographic Details
Main Author: Ruizhi Yuan (16864629) (author)
Other Authors: Ziqi Rong (22339789) (author), Haoran Hu (6032510) (author), Tianhao Liu (4678147) (author), Shiyue Tao (11871368) (author), Wei Chen (23863) (author), Lu Tang (655389) (author)
Published: 2025
Subjects:
Microbiology
Genetics
Biotechnology
Infectious Diseases
Plant Biology
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Information Systems not elsewhere classified
xlink "> large
based data integration
approach preserves privacy
introduce federated harmony
raising privacy
federated learning
data sources
various types
security concerns
often confounded
harmony algorithm
downstream analysis
distributed multi
cell multi
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