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IEEE 3187 : 2024

IEEE Guide for Framework for Trustworthy Federated Machine Learning

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Full Description

Scope: This document provides a reference framework for trustworthy federated machine learning, including the principles of trustworthy federated machine learning, requirements for different roles and principles of trustworthy federated machine learning, and several technologies to realize trustworthy federated machine learning. It also lists some scenarios where trustworthy federated machine learning can be applied.

Keywords: federated machine learning, framework, IEEE 3187™, machine learning, principle, trustworthy federated machine learning

General Information

Status : ACTIVE
Standard Type: Main
Document No: IEEE 3187 : 2024
Document Year: 2024
Pages: 50

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IEEE 3187 : 2024
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