Preventing Health Data Leaks with Federated Learning Using NVIDIA FLARE – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-03-19T17:46:03Z http://www.open-lab.net/blog/feed/ Eric Boernert <![CDATA[Preventing Health Data Leaks with Federated Learning Using NVIDIA FLARE]]> http://www.open-lab.net/blog/?p=71033 2024-05-10T00:21:34Z 2023-09-28T20:37:48Z More than 40 million people had their health data leaked in 2021, and the trend is not optimistic. The key goal of federated learning and analytics is to...]]> More than 40 million people had their health data leaked in 2021, and the trend is not optimistic. The key goal of federated learning and analytics is to...

More than 40 million people had their health data leaked in 2021, and the trend is not optimistic. The key goal of federated learning and analytics is to perform data analytics and machine learning without accessing the raw data of the remote sites. That��s the data you don��t own and are not supposed to access directly. But how can you make this happen with a higher degree of confidence?

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