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365

2.2k

apache-2.0

52

A unified framework for privacy-preserving data analysis and machine learning

data-analysis split-learning machine-learning federated-learning privacy-preserving differential-privacy confidential-computing homomorphic-encryption private-set-intersection secure-multiparty-computation trusted-execution-environment

Created 2022-04-15

388 commits to main branch, last one 8 days ago

31

93

mit

8

SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things

python pytorch raspberry-pi deep-learning split-learning federated-learning distributed-computing

Created 2020-07-19

36 commits to master branch, last one 3 years ago

2

70

unknown

2

C3-SL: Circular Convolution-Based Batch-Wise Compression for Communication-Efficient Split Learning (IEEE MLSP 2022)

deep-learning split-learning computer-vision machine-learning communication-efficient

Created 2021-08-02

314 commits to master branch, last one about a year ago