OpenMined / PyVertical Sponsor Star 215 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 Sponsor Star 30 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 / NoPeekNN Star 15 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
TTitcombe / Model-Inversion-SplitNN Star 14 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