tayebiarasteh / federated_he

Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology and radiology, reaching state-of-the-art performance with privacy guarantees.

Date Created 2022-03-31 (2 years ago)

Commits 43 (last one about a year ago)

Stargazers 31 (0 this week)

Watchers 3 (0 this week)

Forks 4

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RepositoryStats indexes 595,890 repositories, of these tayebiarasteh/federated_he is ranked #569,223 (4th percentile) for total stargazers, and #427,521 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #113,134/119,419.

tayebiarasteh/federated_he is also tagged with popular topics, for these it's ranked: deep-learning (#8,305/8511), pytorch (#5,876/6025), segmentation (#624/640), image-classification (#390/399), medical-imaging (#277/287), federated-learning (#203/209), image-segmentation (#205/207)

All Topics

pysyft pytorch mri-brain mri-images segmentation deep-learning medical-imaging mri-segmentation federated-learning image-segmentation differential-privacy image-classification homomorphic-encryption medical-image-analysis federated-learning-framework

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Recent Commit History

43 commits on the default branch (main) since jan '22

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The only known language in this repository is Python

updated: 2024-12-21 @ 11:09am, id: 476432947 / R_kgDOHGXKMw