OpenMined / PyVertical Sponsor Star 221 Code Issues Pull requests Privacy Preserving Vertical Federated Learning psi federated-learning private-set-intersection vertical-federated-learning splitnn split-neural-network partitioned-data Updated Jun 1, 2023 Python
Koukyosyumei / Attack_SplitNN Star 33 Code Issues Pull requests 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
abbas5253 / SplitNN-for-Vertically-Partitioned-Data Star 28 Code Issues Pull requests Integration of SplitNN for vertically partitioned data with OpenMined's PySyft pytorch pysyft openmined splitnn Updated Sep 2, 2020 Jupyter Notebook
TTitcombe / Model-Inversion-SplitNN Star 18 Code Issues Pull requests Research into model inversion on SplitNN machine-learning privacy research model-inversion model-inversion-attacks splitnn split-neural-network Updated Feb 20, 2024 Jupyter Notebook
TTitcombe / NoPeekNN Star 17 Code Issues Pull requests PyTorch implementation of NoPeekNN pytorch privacy-preserving privacy-preserving-machine-learning nopeeknn splitnn split-neural-network Updated Aug 30, 2020 Jupyter Notebook
xavierxav / Simple-VFL Star 0 Code Issues Pull requests Compact PyTorch implementation of Vertical Federated Learning (VFL) with SplitNN models, Hydra, and DINOv2 satellite features machine-learning research pytorch hydra satellite-imagery privacy-preserving federated-learning vertical-federated-learning splitnn dinov2 Updated Oct 27, 2026 Python