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MPC Secure Multiparty Computation. A three-party secret-sharing-based vertical federated learning setting. The data are vertically partitioned in two parties. A semi-honest third party is leveraged for secure federated learning.

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DashanGao/Secret-sharing-based_2PC_vertical_fed_learning

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Secret-sharing-based_2PC_vertical_fed_learning

A three-party secret-sharing-based vertical federated learning setting. The data are vertically partitioned in two parties. A semi-honest third party is leveraged for secure federated learning.

To run the code, open and run the run_secret_sharing_vertically_linear_regression.py file.

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MPC Secure Multiparty Computation. A three-party secret-sharing-based vertical federated learning setting. The data are vertically partitioned in two parties. A semi-honest third party is leveraged for secure federated learning.

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