Robust Server Defense Against Unreliable Clients in One-Shot Fair Collaborative Machine Learning

Chia-Yuan Wu, Frank E. Curtis, Daniel P. Robinson

Collaborative machine learning (CML) enables multiple clients to train a global model jointly in a data-distributed setting. To address data privacy and communication efficiency, o…