SoK: Enhancing Cryptographic Collaborative Learning with Differential Privacy

Francesco Capano, Jonas Böhler, Benjamin Weggenmann

In collaborative learning (CL), multiple parties jointly train a machine learning model on their private datasets. However, data can not be shared directly due to privacy concerns.…