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split-learning

Here are 7 public repositories matching this topic...

secretflow / secretflow

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

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

Updated Jul 8, 2022
Python

Minki-Kim95 / Federated-Learning-and-Split-Learning-with-raspberry-pi

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

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

Updated Mar 15, 2021
Jupyter Notebook

kyuyeonpooh / split-learning-1d-cnn

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

mit-bih-arrhythmia ecg-classification 1d-cnn split-learning

Updated Feb 28, 2020
Jupyter Notebook

Koukyosyumei / Attack_SplitNN

Sponsor

reveal the vulnerabilities of SplitNN

privacy attack notebook paper security-vulnerability leakage model-inversion model-inversion-attacks split-learning membership-inference-attack splitnn membership-inference attack-splitnn

Updated Jun 16, 2022
Python

ege-erdogan / splitguard

Supplementary code for the paper "SplitGuard: Detecting and MitigatingTraining-Hijacking Attacks in Split Learning"

security machine-learning privacy split-learning

Updated Sep 18, 2021
Jupyter Notebook

zlijingtao / ResSFL

Official Repository for ResSFL (accepted by CVPR '22)

machine-learning federated-learning split-learning

Updated Jun 24, 2022
Shell

PR-Desai2226 / Credit-card-fraud-detection-using-Federated-Learning-and-Split-Learning

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

pytorch federated-learning credit-card-fraud-detection split-learning

Updated Oct 7, 2021
Jupyter Notebook

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