splitnn

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All5 Jupyter Notebook3 Python2

OpenMined /PyVertical

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Star216

Privacy Preserving Vertical Federated Learning

psi federated-learning private-set-intersection vertical-federated-learning splitnn split-neural-network partitioned-data

UpdatedJun 1, 2023
Python

Koukyosyumei /Attack_SplitNN

Sponsor

Star31

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

UpdatedJun 16, 2022
Python

abbas5253 /SplitNN-for-Vertically-Partitioned-Data

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Integration of SplitNN for vertically partitioned data with OpenMined's PySyft

pytorch pysyft openmined splitnn

UpdatedSep 2, 2020
Jupyter Notebook

TTitcombe /NoPeekNN

Star16

PyTorch implementation of NoPeekNN

pytorch privacy-preserving privacy-preserving-machine-learning nopeeknn splitnn split-neural-network

UpdatedAug 30, 2020
Jupyter Notebook

TTitcombe /Model-Inversion-SplitNN

Star14

Research into model inversion on SplitNN

machine-learning privacy research model-inversion model-inversion-attacks splitnn split-neural-network

UpdatedFeb 20, 2024
Jupyter Notebook

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