split-learning

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

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

Split Learning Simulation Framework for LLMs

reveal the vulnerabilities of SplitNN

Numerical Evaluation and Implementation of paper: Workflow Optimization for paper Parallel Split Learning (IEEE INFOCOM 2024).

Official code of the paper "A Stealthy Wrongdoer: Feature-Oriented Reconstruction Attack against Split Learning".

Enhancing Efficiency in Multidevice Federated Learning through Data Selection

Official code for "EC-SNN: Splitting Deep Spiking Neural Networks on Edge Devices" (IJCAI2024)

Simple Split Learning setup. Proof of Concept & testbed