1. A method, comprising: receiving, at a first network device, a notification that the first network device has been selected to validate a machine learning model for a second network device; receiving model parameters for the machine learning model that were generated by the second network device using training data on the second network device; using the model parameters with local data on the first network device to determine performance metrics for the model parameters; and providing the performance metrics to the second network device.