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PFDF: Privacy Preserving Federated Decision Forest for Classification

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PFDF

PFDF: Privacy-Preserving Federated Decision Forest for Classification

Centralized scenario: base_tree.py

Federated scenario: fed_tree.py

Command to run in federated scenario: mpiexec -n m python filename.py (where m is the total number of participants and servers)

Ensure that mpi4py is installed. Else install it with pip install mpi4py.

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PFDF: Privacy Preserving Federated Decision Forest for Classification

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  • Python 100.0%