3 results found Sort:

secretflow
secretflow secretflow
410
2.4k
apache-2.0
50
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
408 commits to main branch, last one 11 days ago
Minki-Kim95
Federated-Learning-and-Split-Learning-with-raspberry-pi Minki-Kim95
31
102
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
WesleyHsieh0806
C3-SL WesleyHsieh0806
3
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 2 years ago