On the Conflict of Robustness and Learning in Collaborative Machine Learning

Mathilde Raynal, Carmela Troncoso

Collaborative Machine Learning (CML) allows participants to jointly train a machine learning model while keeping their training data private. In many scenarios where CML is seen as…