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Topic: "splitnn"

OpenMined/PyVertical

Privacy Preserving Vertical Federated Learning

Language: Python - Size: 23.9 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 218 - Forks: 52

Koukyosyumei/Attack_SplitNN

reveal the vulnerabilities of SplitNN

Language: Python - Size: 58 MB - Last synced at: 23 days ago - Pushed at: almost 3 years ago - Stars: 30 - Forks: 6

abbas5253/SplitNN-for-Vertically-Partitioned-Data

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

Language: Jupyter Notebook - Size: 22.5 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 19 - Forks: 8

TTitcombe/NoPeekNN

PyTorch implementation of NoPeekNN

Language: Jupyter Notebook - Size: 17.2 MB - Last synced at: 18 days ago - Pushed at: over 4 years ago - Stars: 16 - Forks: 4

TTitcombe/Model-Inversion-SplitNN

Research into model inversion on SplitNN

Language: Jupyter Notebook - Size: 3.03 GB - Last synced at: 18 days ago - Pushed at: about 1 year ago - Stars: 14 - Forks: 2

Related Topics
split-neural-network 3 pytorch 2 privacy 2 model-inversion-attacks 2 model-inversion 2 research 1 machine-learning 1 split-learning 1 security-vulnerability 1 paper 1 notebook 1 membership-inference-attack 1 membership-inference 1 leakage 1 attack-splitnn 1 attack 1 privacy-preserving-machine-learning 1 privacy-preserving 1 nopeeknn 1 vertical-federated-learning 1 psi 1 private-set-intersection 1 partitioned-data 1 federated-learning 1 pysyft 1 openmined 1