split-learning topic

List split-learning repositories

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

secretflow

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

C3-SL

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

split-learning-1d-cnn

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Source codes of paper "Can We Use Split Learning on 1D CNN for Privacy Preserving Training?"

Attack_SplitNN

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reveal the vulnerabilities of SplitNN

Comparison b/w Federated Learning & Split Learning for credit card fraud detection dataset using Pytorch

ResSFL

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Official Repository for ResSFL (accepted by CVPR '22)