Privacy Preserving Collaborative Machine Learning
Zheyuan Liu, Rui Zhang · ICST Transactions on Security and Safety · 2021
Collaborative machine learning is a promising paradigm that allows multiple participants to jointly train a machine learning model without exposing their private datasets to other parties. Although collaborative machine learning is more privacy-friendly compared with conventional