Mixup-Privacy: A simple yet effective approach for privacy-preserving segmentation

Bach Kim, Jose Dolz, Pierre-Marc Jodoin +1

Privacy protection in medical data is a legitimate obstacle for centralized machine learning applications. Here, we propose a client-server image segmentation system which allows f…