#

split-learning

Here are 46 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 confidential-computing

Updated Apr 24, 2026
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

WesleyHsieh0806 / C3-SL

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

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

Updated Aug 6, 2022
Python

StupidTrees / SplitLLM

Split Learning Simulation Framework for LLMs

split-learning privacy-attacks large-language-models

Updated Sep 10, 2024
Python

Koukyosyumei / Attack_SplitNN

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

zlijingtao / ResSFL