Reputation-aware federated learning client selection based on stochastic integer programming

Reputation-aware federated learning client selection based on stochastic integer programming

Federated Learning(FL) has attracted wide research interest due to its potential in building machine learning models while preserving users' data privacy. However, due to the distributive nature of FL, it is vulnerable to misbehavior from participating worker nodes. Thus, it is important to sel...

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Bibliographic Details
Main Authors: Tan, Xavier, Ng, Wei Chong, Lim, Bryan Wei Yang, Xiong, Zehui, Niyato, Dusit, Yu, Han
Other Authors: College of Computing and Data Science
Format: Journal Article
Language:English
Published: 2024
Subjects:
Computer and Information Science
Federated learning
Stochastic integer programming
Online Access:https://hdl.handle.net/10356/179046

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